{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"68d0800eb607","filters":{"venue":"Madridge Journal of Internal and Emergency Medicine"}},"results":[{"id":"W2928031596","doi":"10.18689/mjiem-1000108","title":"The Rhetoric of Healthcare Professionals: Infectious Communication and its Effects","year":2018,"lang":"en","type":"article","venue":"Madridge Journal of Internal and Emergency Medicine","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; University of Calgary","funders":"","keywords":"Rhetoric; Health professionals; Health care; Medicine; Psychology; Political science; Linguistics; Philosophy","authors":[{"name":"Saqib N Mirza","is_ca":true},{"name":"Usamah Tabani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02476126504635555,"gpt":0.3814067003883488,"spread":0.3566454353419933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01653557,0.00073025,0.0004951065,0.003604833,0.009376113,0.01468999,0.001176552,0.008139794,0.008072722],"category_scores_gemma":[0.05054002,0.0004405162,0.0004626944,0.002191539,0.03250737,0.0106085,0.007454082,0.007681059,0.0009028044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006198898,"about_ca_system_score_gemma":0.005519371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861383,"about_ca_topic_score_gemma":0.001870874,"domain_scores_codex":[0.9784883,0.01793119,0.0002937939,0.0005293729,0.002009665,0.0007475985],"domain_scores_gemma":[0.9068224,0.08281343,0.004715079,0.001145265,0.002517655,0.001986094],"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":[0.0001945568,0.0001217298,0.002833447,0.0006723916,0.00003410083,0.0007715623,0.1542599,0.000159958,0.0003061112,0.7697856,0.04088263,0.02997797],"study_design_scores_gemma":[0.0002733419,0.0002984452,0.006535427,0.004538537,0.0001111902,0.001881458,0.1563861,0.0009558692,0.0009218552,0.5004945,0.3274864,0.0001168154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05537316,0.04447203,0.003628549,0.6128573,0.004534203,0.00004466419,0.00008640109,0.00005978576,0.2789439],"genre_scores_gemma":[0.9323881,0.01286924,0.001328652,0.04081352,0.004787631,0.00007941022,0.00002938882,0.00005937264,0.007644786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01653557,"threshold_uncertainty_score":0.08744949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2928046466","doi":"10.18689/mjiem-1000106","title":"Antidepressant drug treatment in Child and adolescent Psychiatry","year":2017,"lang":"en","type":"article","venue":"Madridge Journal of Internal and Emergency Medicine","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Antidepressant; Psychiatry; Drug; Child and adolescent psychiatry; Medicine; Drug treatment; Psychology; Anxiety; Internal medicine","authors":[{"name":"Robyn E. Cardy","is_ca":true},{"name":"Sanam S. Dhaliwal","is_ca":true},{"name":"Pappu Srinivasa Reddy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02359360499590069,"gpt":0.3203939854841504,"spread":0.2968003804882497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004818662,0.0001343069,0.0002689438,0.0005634315,0.000417,0.0004087283,0.0002333293,0.0007490799,0.002768151],"category_scores_gemma":[0.001578064,0.0001078024,0.00018657,0.0005899107,0.0002173367,0.0003241755,0.0002643711,0.001010035,0.0003708224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008402842,"about_ca_system_score_gemma":0.001779487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00635088,"about_ca_topic_score_gemma":0.02049704,"domain_scores_codex":[0.9996796,0.000144037,0.00004814313,0.00001873572,0.00007236216,0.00003725009],"domain_scores_gemma":[0.999429,0.0002206912,0.0001506247,0.00001556036,0.00008716092,0.00009681181],"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":[0.0001960375,0.0006167134,0.1192492,0.002419461,0.0001064357,0.006603275,0.00146231,0.0002473333,0.0009926906,0.01021404,0.0923347,0.7655579],"study_design_scores_gemma":[0.0001419354,0.0006711032,0.4962922,0.005995155,0.0001403236,0.02747299,0.002627488,0.0003971172,0.0006863781,0.004698212,0.460845,0.0000321375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0602466,0.8315365,0.0006113352,0.04362873,0.002204358,0.0001460042,0.0004200506,0.00003789533,0.06116851],"genre_scores_gemma":[0.3455434,0.6304964,0.001970542,0.008728325,0.002318416,0.0001393567,0.0003406247,0.00001296886,0.01044999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00635088,"threshold_uncertainty_score":0.01262784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2925737491","doi":"10.18689/mjiem-1000103","title":"The History of Mental Health Services in Canada","year":2017,"lang":"en","type":"article","venue":"Madridge Journal of Internal and Emergency Medicine","topic":"Medical Research and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Mental health; Psychology; Psychiatry; History","authors":[{"name":"Sam Sussman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08657349710690859,"gpt":0.4568308398247538,"spread":0.3702573427178452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001693266,0.0002834096,0.0004579673,0.003779043,0.01287115,0.006261637,0.001856626,0.00292391,0.01609815],"category_scores_gemma":[0.008264169,0.0006800416,0.0005797941,0.00880909,0.004759293,0.002751389,0.00302221,0.007143654,0.000697216],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2352927,"about_ca_system_score_gemma":0.335515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960513,"about_ca_topic_score_gemma":0.9986123,"domain_scores_codex":[0.9951789,0.0003990915,0.0001884994,0.0002963228,0.002160433,0.001776662],"domain_scores_gemma":[0.9840742,0.0009345569,0.000752812,0.0001523747,0.006418052,0.007667924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002383052,0.0003190045,0.09815814,0.001220046,0.000119467,0.002095476,0.01246557,0.001351216,0.0005228185,0.2149479,0.369533,0.2990291],"study_design_scores_gemma":[0.00005166325,0.00006394814,0.2311176,0.003056924,0.00005781856,0.000612455,0.015808,0.0009589161,0.0002411884,0.007037771,0.7408097,0.0001840894],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0920785,0.09364284,0.0009982729,0.5435984,0.00675206,0.0002731286,0.007087606,0.0001412282,0.255428],"genre_scores_gemma":[0.7260706,0.1102373,0.002118842,0.06662879,0.001798057,0.0001646842,0.002141476,0.0001716696,0.09066854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9871289,"threshold_uncertainty_score":0.8869521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004109898","doi":"10.18689/mjiem-1000130","title":"Utility of an Ambulance Offload Nurse on Emergency Department Metrics","year":2019,"lang":"en","type":"article","venue":"Madridge Journal of Internal and Emergency Medicine","topic":"Trauma and Emergency Care Studies","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 Windsor; Ottawa Hospital; University of Ottawa; McMaster University","funders":"","keywords":"Emergency department; Medical emergency; Emergency nursing; Medicine; Nursing; Emergency medicine","authors":[{"name":"Qamar Amin","is_ca":true},{"name":"Waleed Alqurashi","is_ca":true},{"name":"Jeffrey J. Perry","is_ca":true},{"name":"Frank Battaglia","is_ca":true},{"name":"Kaushik Chattopadhyay","is_ca":false},{"name":"Abdulaziz Alsadoon","is_ca":true},{"name":"Sasha Uppal","is_ca":true},{"name":"Leila Salehi","is_ca":true},{"name":"Shawn Mondoux","is_ca":true},{"name":"Prashant Phalpher","is_ca":true},{"name":"Rahim Valani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03033385037428055,"gpt":0.3310990381293617,"spread":0.3007651877550812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006356886,0.0006311409,0.0007624385,0.002086611,0.0004248759,0.00259928,0.001053576,0.0009875497,0.006055177],"category_scores_gemma":[0.08792483,0.0001954981,0.001591828,0.002151748,0.0003285069,0.002689388,0.001607881,0.001813041,0.0009240848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655302,"about_ca_system_score_gemma":0.003381692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01903502,"about_ca_topic_score_gemma":0.0178587,"domain_scores_codex":[0.9931544,0.00386619,0.0005854924,0.000537228,0.001252345,0.0006044343],"domain_scores_gemma":[0.934664,0.04176571,0.007587784,0.001537133,0.009292711,0.005152735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006976274,0.0003107322,0.948501,0.0001486982,0.0004327403,0.00008786583,0.0001690887,0.002402567,0.00004237729,0.0005632365,0.007191107,0.03945302],"study_design_scores_gemma":[0.00005720321,0.001066698,0.9634268,0.0005672736,0.0005612712,0.0002046885,0.001643242,0.02522018,0.0002587799,0.001743505,0.00519386,0.00005656826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552851,0.00394977,0.002768811,0.009159352,0.00067335,0.0001976118,0.008873962,0.0001784357,0.01891362],"genre_scores_gemma":[0.9945421,0.0006538205,0.001028939,0.0002936205,0.0001499064,0.00005018021,0.002342351,0.00002547587,0.0009137816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01903502,"threshold_uncertainty_score":0.03784841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2933167917","doi":"10.18689/mjiem-1000107","title":"Psychiatry in Ontario and Throughout Canada in the Twentieth Century","year":2018,"lang":"en","type":"article","venue":"Madridge Journal of Internal and Emergency Medicine","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"History; Psychiatry; Geography; Psychology","authors":[{"name":"Sam Sussman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02815371254465885,"gpt":0.3333242218440631,"spread":0.3051705092994042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008777663,0.0003389942,0.0004160645,0.002217292,0.02319789,0.004118943,0.001260574,0.001441123,0.009389583],"category_scores_gemma":[0.002955887,0.0004295598,0.0004060968,0.006270842,0.004952566,0.00120361,0.003189025,0.002152585,0.0006482348],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2139098,"about_ca_system_score_gemma":0.3383723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987001,"about_ca_topic_score_gemma":0.9997609,"domain_scores_codex":[0.9977016,0.0001841059,0.00007564631,0.0001448676,0.0007383181,0.001155427],"domain_scores_gemma":[0.993081,0.0003420543,0.0006390357,0.00008602253,0.002199298,0.003652501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004235555,0.0002023407,0.3087851,0.001375884,0.0001557494,0.006484108,0.1936237,0.0009077156,0.001895527,0.119896,0.2007338,0.1655164],"study_design_scores_gemma":[0.00003595099,0.00005113312,0.3891431,0.0009126063,0.00004793892,0.0007593964,0.07365821,0.0002448176,0.0002259856,0.002204558,0.532621,0.00009531747],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4690587,0.05722233,0.001481739,0.1855045,0.002953452,0.0004001633,0.006109151,0.0002040995,0.2770659],"genre_scores_gemma":[0.8402964,0.02437736,0.001693974,0.01534586,0.0003650488,0.0001238111,0.0008695606,0.000083934,0.116844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9768021,"threshold_uncertainty_score":0.9117532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2941165565","doi":"10.18689/mjiem-1000112","title":"Deadly Communicable diseases and “Superbugs” brought to Western Societies Could Exacerbate Cardiovascular Disease Worldwide and why a newly discovered Biologic may ameliorate These Challenges: A Potential important wake-up call","year":2018,"lang":"en","type":"article","venue":"Madridge Journal of Internal and Emergency Medicine","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Albert Einstein College of Medicine, Yeshiva University; National Institutes of Health; School of Medicine, New York University; York University; Yeshiva University","keywords":"Disease; Non-communicable disease; Medicine; Communicable disease; Intensive care medicine; Gerontology; Public health; Internal medicine; Pathology","authors":[{"name":"Burton M. Altura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04934689697459615,"gpt":0.3045572105147165,"spread":0.2552103135401204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008402351,0.0007312841,0.001152854,0.001274721,0.002548989,0.008167914,0.001634915,0.01163497,0.04188934],"category_scores_gemma":[0.0166015,0.0003940107,0.00122556,0.001224534,0.007714894,0.01316432,0.004427306,0.01109346,0.007860987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516577,"about_ca_system_score_gemma":0.007672447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194898,"about_ca_topic_score_gemma":0.005968117,"domain_scores_codex":[0.9969974,0.001176686,0.000186476,0.0003208986,0.000772301,0.0005463086],"domain_scores_gemma":[0.9713837,0.01525957,0.002107523,0.001378812,0.004820006,0.005050468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003933167,0.0002707689,0.003231271,0.001217154,0.0001036865,0.0006024693,0.000780686,0.0002696042,0.001380557,0.1048855,0.5742155,0.3126495],"study_design_scores_gemma":[0.00005234531,0.0001980415,0.003626307,0.001809126,0.00005619475,0.0006426403,0.003322736,0.0002357995,0.0005474547,0.10532,0.884093,0.00009633857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001412048,0.07760695,0.0006915829,0.8972725,0.01470319,0.00001024987,0.0001211294,0.00008340272,0.008098893],"genre_scores_gemma":[0.06376076,0.3910307,0.005336809,0.4221495,0.08429061,0.00007707024,0.0003541804,0.0001533548,0.03284707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04188934,"threshold_uncertainty_score":0.1401338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210621905","doi":"10.18689/mjiem-1000135","title":"The Law and Medical Care-A Psychoanaltic Vestigial Opinion","year":2021,"lang":"en","type":"article","venue":"Madridge Journal of Internal and Emergency Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","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":"Medical care; Law; Psychology; Political science; Medicine; Family medicine","authors":[{"name":"Samuel Sussman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0369568101152153,"gpt":0.4074899372812258,"spread":0.3705331271660106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007260506,0.0005025053,0.0009668961,0.001416018,0.003440601,0.009114834,0.002384938,0.01890859,0.006751133],"category_scores_gemma":[0.01064206,0.0002545454,0.0007945782,0.001310093,0.0278496,0.01691247,0.003361936,0.02415024,0.001445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005248639,"about_ca_system_score_gemma":0.00616066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00570904,"about_ca_topic_score_gemma":0.00616023,"domain_scores_codex":[0.9955993,0.001696245,0.0002163175,0.0006715092,0.001431271,0.0003853548],"domain_scores_gemma":[0.9808271,0.01507144,0.0006080868,0.0005060296,0.001952635,0.001034696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003147597,0.000053066,0.0003996231,0.0004386935,0.00002409673,0.0002476311,0.001851637,0.0001466871,0.0001711616,0.6524157,0.2991653,0.04505487],"study_design_scores_gemma":[0.0000264348,0.00005736301,0.0008962616,0.002968254,0.00002012303,0.0003594027,0.003739545,0.0002357086,0.00008143976,0.2546674,0.7369085,0.00003952806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005834435,0.0733652,0.0003905295,0.9009854,0.01256559,0.00000322834,0.00001950798,0.000006695294,0.01208051],"genre_scores_gemma":[0.05665626,0.1189998,0.0008733937,0.7425808,0.07089482,0.00002503973,0.00004551694,0.00002576725,0.009898546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01890859,"threshold_uncertainty_score":0.03839767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}