{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3e75ec4739d7","filters":{"venue":"ARS MEDICA Revista de Ciencias Médicas"}},"results":[{"id":"W4200280076","doi":"10.11565/arsmed.v46i4.1853","title":"New beginnings in post graduate medical education. Latin American Medical Education Leaders Forum","year":2021,"lang":"en","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Latin Americans; Medical education; Thematic analysis; Surprise; Snowball sampling; Graduate medical education; Pandemic; Openness to experience; Political science; Psychology; Medicine; Sociology; Coronavirus disease 2019 (COVID-19); Qualitative research; Accreditation; Social science","authors":[{"name":"Klaus Püschel","is_ca":false},{"name":"Tai Telesco","is_ca":true},{"name":"Marcela Grez","is_ca":false},{"name":"Trinidad Hoyl","is_ca":false},{"name":"Luis Ibáñez","is_ca":false},{"name":"Oscar Casiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02520927356410494,"gpt":0.3537892484826016,"spread":0.3285799749184966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006768886,0.000480107,0.0002181428,0.0007727992,0.00690424,0.004029746,0.001026114,0.002580241,0.03957828],"category_scores_gemma":[0.006761743,0.0002048791,0.0002915907,0.0008314882,0.002241788,0.002215948,0.009559186,0.003562722,0.004273628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003801947,"about_ca_system_score_gemma":0.01190024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293895,"about_ca_topic_score_gemma":0.008806774,"domain_scores_codex":[0.9960983,0.001777015,0.00009745577,0.0002357959,0.0004676115,0.001323814],"domain_scores_gemma":[0.9820545,0.002128077,0.001116063,0.0002473966,0.001142818,0.0133112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002955698,0.0008871057,0.03146923,0.001841219,0.00001396039,0.003307677,0.2943105,0.000121343,0.005425945,0.009404852,0.386491,0.2664316],"study_design_scores_gemma":[0.00002762105,0.0002012457,0.01364499,0.0006121896,0.000003107685,0.000527903,0.1186308,0.00004169091,0.0003736214,0.0008128338,0.865105,0.00001917733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3411946,0.01902605,0.003334766,0.3970398,0.01745149,0.001201663,0.001344086,0.0007262262,0.2186812],"genre_scores_gemma":[0.7987583,0.007085945,0.004669395,0.06188377,0.004848774,0.0009393499,0.0008836933,0.0001606356,0.1207702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03957828,"threshold_uncertainty_score":0.1324025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3099960256","doi":"10.11565/arsmed.v45i3.1633","title":"Psychometric properties of a Spanish version of the 10-item Berger's stigma scale in Colombia: a validation study","year":2020,"lang":"en","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"Queen's University","keywords":"Cronbach's alpha; Stigma (botany); Exploratory factor analysis; Psychology; Clinical psychology; Human immunodeficiency virus (HIV); Scale (ratio); Confirmatory factor analysis; Construct validity; Psychometrics; Psychiatry; Medicine; Family medicine; Structural equation modeling; Statistics","authors":[{"name":"David Montaño-Agudelo","is_ca":false},{"name":"Jorge Martínez-Cajas","is_ca":true},{"name":"Louise Balfour","is_ca":true},{"name":"Héctor Fabio Mueses-Marín","is_ca":false},{"name":"Jaime Galindo","is_ca":false},{"name":"Beatriz Alvarado","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04369980707969884,"gpt":0.3137191486441881,"spread":0.2700193415644893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003733552,0.0004323237,0.0003781255,0.001023844,0.000526941,0.0006285281,0.0003570593,0.000296916,0.001887267],"category_scores_gemma":[0.008267179,0.0002117565,0.0006274033,0.000593855,0.0005850794,0.0003230741,0.0007310114,0.000496319,0.0002543452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016752,"about_ca_system_score_gemma":0.001135236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106915,"about_ca_topic_score_gemma":0.01393021,"domain_scores_codex":[0.9987397,0.0005690342,0.0001373373,0.0001192387,0.000333683,0.0001009706],"domain_scores_gemma":[0.9968117,0.001131289,0.0005091834,0.0002468125,0.001042571,0.0002584499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005942603,0.00121981,0.8753472,0.0005306274,0.0002097431,0.0004970663,0.01051909,0.0005221998,0.00273841,0.0003733088,0.002312902,0.1051354],"study_design_scores_gemma":[0.0001211359,0.0004644766,0.9908491,0.0001932071,0.00005801383,0.0003037059,0.004131198,0.0009643335,0.0004701198,0.0001171789,0.002298268,0.00002922448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966973,0.0002214367,0.000390443,0.0001168119,0.00002581362,0.0003022297,0.0002847569,0.00000839085,0.001952849],"genre_scores_gemma":[0.9968287,0.0002432327,0.001626328,0.00006156018,0.00001479537,0.0003153596,0.0004802244,0.000009042873,0.0004206105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106915,"threshold_uncertainty_score":0.02125853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200034444","doi":"10.11565/arsmed.v46i4.1862","title":"Challenges of implementing competency-based medical education postgraduate training programs: the issue of context","year":2021,"lang":"en","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University; Royal College of Physicians and Surgeons of Canada; University of Ottawa","funders":"McGill University; University of Ottawa","keywords":"Context (archaeology); Fidelity; Curriculum; Medical education; Core competency; Professional development; Medicine; Psychology; Computer science; Business; Pedagogy","authors":[{"name":"Marcio M. Gomes","is_ca":true},{"name":"Linda Snell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05009090373313492,"gpt":0.3645327489627853,"spread":0.3144418452296504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02353414,0.0002476875,0.0004237787,0.0006387076,0.004651066,0.006827605,0.00199635,0.002266263,0.004137256],"category_scores_gemma":[0.05063679,0.0003444361,0.0002771232,0.0007974246,0.005784814,0.005152403,0.009628617,0.004705332,0.0003722917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00713714,"about_ca_system_score_gemma":0.0226374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007251764,"about_ca_topic_score_gemma":0.01133975,"domain_scores_codex":[0.9680144,0.0226587,0.001232538,0.00124405,0.004336719,0.002513707],"domain_scores_gemma":[0.9505065,0.02780436,0.005935792,0.001506614,0.005048826,0.00919784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002361825,0.0008658441,0.1147247,0.006786859,0.000115218,0.003014936,0.2217422,0.002482143,0.00279925,0.1216921,0.03166699,0.4938735],"study_design_scores_gemma":[0.00008276189,0.0008241443,0.1245391,0.0139294,0.00007873551,0.003198914,0.4745451,0.001799818,0.001914865,0.04673346,0.3321281,0.0002256674],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.495232,0.02077213,0.01579925,0.3975981,0.002104644,0.0003527551,0.000198041,0.0001232315,0.06781984],"genre_scores_gemma":[0.9810156,0.003083983,0.005012008,0.009352589,0.0001958033,0.0001125847,0.00003457519,0.00001932393,0.001173637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02353414,"threshold_uncertainty_score":0.1244619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284682443","doi":"10.11565/arsmed.v47i3.1860","title":"Profesionalizar la educación médica de residentes para un mejor cuidado de los pacientes: desarrollo e implementación de la educación por competencias CanMEDS en la UC","year":2022,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Humanities; Political science; Sociology; Medicine; Philosophy","authors":[{"name":"Trinidad Hoyl","is_ca":false},{"name":"Marcela Grez","is_ca":false},{"name":"Marcio M. Gomes","is_ca":true},{"name":"Klaus Püschel","is_ca":false},{"name":"Linda Snell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02999434055078818,"gpt":0.4194093798098859,"spread":0.3894150392590977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01382014,0.000374799,0.0004168557,0.001169666,0.002140062,0.003678644,0.001597337,0.001218005,0.008731551],"category_scores_gemma":[0.02087701,0.0002635213,0.0006832191,0.001138127,0.001712866,0.001900526,0.006754286,0.002627122,0.001089772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365716,"about_ca_system_score_gemma":0.06901158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04784175,"about_ca_topic_score_gemma":0.09055376,"domain_scores_codex":[0.9912282,0.005156331,0.0003463042,0.000456637,0.001601294,0.001211073],"domain_scores_gemma":[0.9829457,0.003761608,0.001775379,0.0007217763,0.00489881,0.005896844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003878467,0.001702799,0.03990964,0.005559159,0.00008043612,0.0006673425,0.02615315,0.0009559098,0.00121421,0.01259294,0.04941466,0.861362],"study_design_scores_gemma":[0.000474371,0.004130234,0.1645382,0.02670139,0.0002918488,0.001225372,0.06213621,0.002079974,0.003259244,0.008327925,0.7266244,0.000210978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4575501,0.05427483,0.02152706,0.2748369,0.003795579,0.005228891,0.0008923129,0.000865512,0.1810289],"genre_scores_gemma":[0.8831689,0.02700914,0.03207854,0.01690354,0.000682023,0.00266133,0.0003602035,0.0001031943,0.03703311],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04784175,"threshold_uncertainty_score":0.09909004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393357387","doi":"10.11565/arsmed.v49i1.2061","title":"La revolución de la ciencia de datos y la inteligencia artificial en la medicina moderna","year":2024,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Philosophy","authors":[{"name":"Alejandro Cataldo Cornejo","is_ca":false},{"name":"P. Rey","is_ca":false},{"name":"Antoine Sauré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05954999650723843,"gpt":0.4144302090581381,"spread":0.3548802125508997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0126845,0.0009982977,0.001029457,0.003986938,0.001175998,0.01040072,0.0017374,0.003145444,0.005362642],"category_scores_gemma":[0.02430481,0.0005721549,0.001022886,0.002740015,0.01279264,0.007162222,0.003041458,0.004706637,0.001308544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004057223,"about_ca_system_score_gemma":0.005473818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004954265,"about_ca_topic_score_gemma":0.003384267,"domain_scores_codex":[0.9921516,0.003980604,0.0004865471,0.000906493,0.002201589,0.0002732324],"domain_scores_gemma":[0.9711982,0.02052918,0.001416817,0.002561856,0.003736992,0.0005568673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001804645,0.0001422464,0.004660137,0.002505712,0.0001815144,0.0003757688,0.003796245,0.003821853,0.003727734,0.5954841,0.007809636,0.3773146],"study_design_scores_gemma":[0.00006762867,0.0004809664,0.01161383,0.005221881,0.000234854,0.001806797,0.003528788,0.008816829,0.006313739,0.523131,0.4385715,0.0002121424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.05649144,0.2883474,0.3277922,0.09410584,0.005239386,0.0004542352,0.0008209056,0.0009760756,0.2257726],"genre_scores_gemma":[0.5614026,0.1779889,0.2186835,0.01230008,0.00386217,0.0004358709,0.0004795236,0.0002539488,0.02459352],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0126845,"threshold_uncertainty_score":0.06708282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234631100","doi":"10.11565/arsmed.v17i3.718","title":"Sarampión en Chile 1960-1985","year":2017,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Migration, Education, Indigenous Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"S. Barja Y.","is_ca":true},{"name":"G. Repetto D.","is_ca":false},{"name":"A. Saenger L.","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725120874887116,"gpt":0.332337646689673,"spread":0.3150864379408018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002381831,0.0001769144,0.0001701767,0.0005894843,0.0007704103,0.0004800864,0.0003619489,0.0003135444,0.009024718],"category_scores_gemma":[0.0006581707,0.0001575858,0.0001531684,0.0008141571,0.0005116233,0.0004570862,0.0009410142,0.0004354469,0.0008265919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003932182,"about_ca_system_score_gemma":0.003052231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.195984,"about_ca_topic_score_gemma":0.363013,"domain_scores_codex":[0.9998821,0.00001881586,0.000007209208,0.00002026289,0.00001248888,0.00005915376],"domain_scores_gemma":[0.9997573,0.00003796554,0.00008152166,0.0000131946,0.00004948755,0.00006050905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00138379,0.0004976968,0.6164982,0.002538012,0.0001481963,0.006945072,0.05230901,0.0009271043,0.006155637,0.01696864,0.03538074,0.260248],"study_design_scores_gemma":[0.00005635983,0.0002152282,0.7697427,0.0003489085,0.00002695179,0.0004688184,0.01324907,0.0001203441,0.000667374,0.0004647679,0.2146223,0.00001710504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380738,0.006882084,0.0002068066,0.002549634,0.00009954402,0.0001070318,0.004640873,0.00005575814,0.04738445],"genre_scores_gemma":[0.9067993,0.005780553,0.000330772,0.0003913767,0.00005654335,0.000108746,0.002519843,0.00001236021,0.08400048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.195984,"threshold_uncertainty_score":0.3896865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230832422","doi":"10.11565/arsmed.v17i3.717","title":"Traumatismos pediátricos: resucitación, estabilización y eventual derivación y/o terapia definitiva","year":2017,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Medicine; Philosophy","authors":[{"name":"J. Venturelli B.","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04474920851196212,"gpt":0.3270360447916073,"spread":0.2822868362796452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006051045,0.0008531465,0.0007611963,0.001778539,0.000659356,0.001813741,0.0004420465,0.0008070751,0.004976547],"category_scores_gemma":[0.001955226,0.0002327989,0.0006013053,0.001568046,0.0009643248,0.0009799555,0.0007490941,0.001493296,0.00120867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048649,"about_ca_system_score_gemma":0.00191565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722163,"about_ca_topic_score_gemma":0.003349263,"domain_scores_codex":[0.9994999,0.0001026172,0.000099686,0.00006961003,0.0001215071,0.000106596],"domain_scores_gemma":[0.9989868,0.0002154901,0.0004627298,0.0000352039,0.0001940679,0.0001056722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00131997,0.0007772637,0.433713,0.002859692,0.000197809,0.05306235,0.002543628,0.001596477,0.01108051,0.01097915,0.01431166,0.4675584],"study_design_scores_gemma":[0.0001092276,0.001596438,0.5077338,0.005009477,0.0006975469,0.3249272,0.00728108,0.001678444,0.01168844,0.009826469,0.1293008,0.0001510654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.590391,0.2631421,0.01906124,0.01225539,0.002238687,0.0008028374,0.003019016,0.0004606427,0.108629],"genre_scores_gemma":[0.8136627,0.1456866,0.01775888,0.001208794,0.002789436,0.0002816611,0.002242201,0.0001078867,0.01626175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004976547,"threshold_uncertainty_score":0.01664817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976179205","doi":"10.11565/arsmed.v44i3.1560","title":"Braquiterapia para el cáncer de próstata. Una revisión actualizada de su historia, sus indicaciones, la evidencia que la sustenta y sus controversias.","year":2019,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Ethics and bioethics in healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Humanities; Art","authors":[{"name":"Tomás Merino Lara","is_ca":false},{"name":"Piero Bettoli","is_ca":false},{"name":"Ignacio San Francisco Reyes","is_ca":false},{"name":"Alvaro Zuñiga Diaz","is_ca":false},{"name":"Ananth Ravi","is_ca":true},{"name":"Hugo Marsiglia","is_ca":false},{"name":"Eugenio Vinés Vasquez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03669137012319194,"gpt":0.374794153062881,"spread":0.338102782939689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005643763,0.0008412424,0.001902246,0.005296592,0.000746024,0.003200535,0.001478507,0.002214701,0.008628909],"category_scores_gemma":[0.01617643,0.0005017058,0.001738624,0.005499358,0.002322929,0.003945047,0.001356273,0.00284431,0.002292478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002730172,"about_ca_system_score_gemma":0.008242952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006432821,"about_ca_topic_score_gemma":0.007795721,"domain_scores_codex":[0.9962867,0.001287485,0.0008782084,0.0004541223,0.0009319375,0.000161528],"domain_scores_gemma":[0.9848406,0.01020307,0.001696043,0.0003825286,0.002616857,0.0002608981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005088224,0.00008882448,0.001790273,0.1390991,0.000419125,0.0004070711,0.001047344,0.0003053725,0.001286887,0.01132155,0.05749825,0.7862273],"study_design_scores_gemma":[0.00007196444,0.0003388282,0.005174289,0.1227635,0.0008751074,0.002690648,0.001016384,0.0001339453,0.0008606532,0.00501915,0.8609797,0.0000756698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002973672,0.9945579,0.0002081366,0.002585923,0.0009337807,0.00001889513,0.000139657,0.00001278504,0.001245624],"genre_scores_gemma":[0.005005063,0.9895928,0.0006422159,0.002395189,0.001136694,0.00006876694,0.0001903495,0.00001510148,0.0009537612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008628909,"threshold_uncertainty_score":0.02984744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405931995","doi":"10.11565/arsmed.v49i4.2115","title":"Avances y desafíos en el tratamiento de la insuficiencia hepática aguda","year":2024,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Political science","authors":[{"name":"Francisco Idalsoaga-Ferrer","is_ca":true},{"name":"Luis Antonio Díaz-Piga","is_ca":false},{"name":"Juan Pablo Arab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01120402045717028,"gpt":0.3174353328281162,"spread":0.3062313123709459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984806,0.0003663612,0.0007196221,0.0006692577,0.0005911776,0.001330359,0.0003298451,0.0007948864,0.003025418],"category_scores_gemma":[0.004749733,0.0001336658,0.0006103823,0.0005901646,0.0005241493,0.0007460617,0.0006719044,0.001300102,0.0004655742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008636593,"about_ca_system_score_gemma":0.001516294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393447,"about_ca_topic_score_gemma":0.005080984,"domain_scores_codex":[0.9988657,0.0004890569,0.0001252294,0.00008431417,0.0002921732,0.0001434599],"domain_scores_gemma":[0.997931,0.0008231332,0.0005877674,0.00007308388,0.0003938166,0.0001911773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003762692,0.0006118627,0.1287347,0.003622487,0.0006946566,0.006062175,0.001914355,0.001178928,0.01040339,0.004685142,0.01173168,0.826598],"study_design_scores_gemma":[0.0007011904,0.008221823,0.5080847,0.01013788,0.002622287,0.02681594,0.008646627,0.003966864,0.01989783,0.01796298,0.3926897,0.0002521783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3846563,0.5417205,0.007348563,0.03175435,0.001504611,0.0002161565,0.0005851964,0.0001806191,0.03203368],"genre_scores_gemma":[0.8297141,0.1542393,0.004041852,0.003901237,0.001614163,0.0001210535,0.0004320502,0.00003125345,0.005905029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003393447,"threshold_uncertainty_score":0.0104968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}