{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"0fce6466275d","filters":{"venue":"Healthcare Administration Leadership & Management Journal"}},"results":[{"id":"W4403823125","doi":"10.55834/halmj.3486705424","title":"Healthcare Executive Highlights for Third Quarter 2024","year":2024,"lang":"en","type":"article","venue":"Healthcare Administration Leadership & Management Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Health care; Executive summary; Psychology; Business; Economics; History; Finance; Economic growth","authors":[{"name":"Alaaddin Salih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1227603645792953,"gpt":0.3875636051779879,"spread":0.2648032405986926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003322027,0.001633992,0.0008259199,0.001030224,0.002534956,0.007734378,0.001417475,0.01301416,0.1449551],"category_scores_gemma":[0.006648181,0.0005720352,0.001125059,0.0009888244,0.000692002,0.002657271,0.00235251,0.007605505,0.10169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003262043,"about_ca_system_score_gemma":0.0142699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607141,"about_ca_topic_score_gemma":0.02851729,"domain_scores_codex":[0.996281,0.0003473888,0.000190095,0.0002157739,0.001951951,0.00101379],"domain_scores_gemma":[0.9939871,0.0004879503,0.0002525035,0.0001958166,0.003039199,0.002037465],"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":[0.000009343376,0.00001544312,0.00005626594,0.00002065804,9.073187e-7,0.00001989621,0.000004280607,0.000009362813,0.00002759024,0.0004128135,0.9950411,0.004382468],"study_design_scores_gemma":[0.00001571493,0.00002237149,0.0008119497,0.0001140653,0.000002046273,0.00002410134,0.0000655989,0.00003311524,0.00005486463,0.0003310118,0.9985159,0.000009316873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001003888,0.007390139,0.0003658565,0.4449155,0.2136762,0.0003624921,0.0049658,0.0005919936,0.3267281],"genre_scores_gemma":[0.004784154,0.006736342,0.0005046327,0.2026744,0.04148405,0.0003867607,0.002874884,0.0001697993,0.740385],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1449551,"threshold_uncertainty_score":0.484923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395020818","doi":"10.55834/halmj.9036760053","title":"Healthcare Executive Highlights for First Quarter 2024","year":2024,"lang":"en","type":"article","venue":"Healthcare Administration Leadership & Management Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geopolitics; Presidential system; Coronavirus disease 2019 (COVID-19); Politics; Health care; Presidential election; Healthcare system; Political science; Economics; Economic policy; Development economics; Business; Economic growth; Geography; Medicine","authors":[{"name":"Alaaddin Salih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1527806559438348,"gpt":0.333284686157905,"spread":0.1805040302140702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002085732,0.00111148,0.0006917214,0.0009429551,0.001617819,0.006971747,0.001007009,0.008840743,0.2065626],"category_scores_gemma":[0.007603591,0.0004345116,0.0007673556,0.0007622213,0.0006213046,0.002482149,0.001554614,0.006608956,0.1550615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416069,"about_ca_system_score_gemma":0.006298793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006846079,"about_ca_topic_score_gemma":0.01484862,"domain_scores_codex":[0.9974543,0.0002669972,0.0001444348,0.0002065991,0.001388451,0.0005391528],"domain_scores_gemma":[0.9933381,0.0006217985,0.0003176854,0.0002440101,0.003326134,0.00215221],"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":[0.000007622246,0.000009812128,0.00004743666,0.00001533678,7.641464e-7,0.00001503327,0.000002537394,0.000006806853,0.0000174595,0.0003309458,0.9944267,0.005119607],"study_design_scores_gemma":[0.00001081461,0.00001727052,0.0006234132,0.00009443894,0.000001522497,0.00002526239,0.00003593664,0.00002569246,0.00004943093,0.0002933115,0.9988164,0.000006542296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008327285,0.007552624,0.0003140403,0.4818496,0.1747842,0.0002201301,0.003909375,0.0005112376,0.3300261],"genre_scores_gemma":[0.004891063,0.006156717,0.0003035349,0.1326421,0.05245557,0.0001778502,0.001997623,0.0001635549,0.801212],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2065626,"threshold_uncertainty_score":0.6910207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413639563","doi":"10.55834/halmj.3560928374","title":"Healthcare Executive Highlights for Second Quarter 2025","year":2025,"lang":"en","type":"article","venue":"Healthcare Administration Leadership & Management Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Health care; Executive summary; Psychology; Political science; Business; History; Finance","authors":[{"name":"Alaaddin Salih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1446341231194242,"gpt":0.4473774338464234,"spread":0.3027433107269992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003928161,0.0009822733,0.0004127253,0.000944944,0.00231142,0.007611278,0.0008954766,0.009089443,0.06864385],"category_scores_gemma":[0.006331447,0.0003000354,0.0008238762,0.0008469332,0.0007287436,0.002390239,0.002310082,0.006062844,0.02933322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003437625,"about_ca_system_score_gemma":0.01248315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012565,"about_ca_topic_score_gemma":0.02109993,"domain_scores_codex":[0.996929,0.0003266582,0.0001407274,0.0001930462,0.001500581,0.0009099689],"domain_scores_gemma":[0.9960952,0.000549846,0.000227077,0.0001420879,0.001273846,0.001711926],"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":[0.00001190018,0.00002423777,0.0002117063,0.00004454316,0.000001935022,0.00006352845,0.00003090919,0.00001907584,0.00007758396,0.003871895,0.9841225,0.01152017],"study_design_scores_gemma":[0.000006417838,0.00001855088,0.001113133,0.0001139272,0.00000195601,0.00003465627,0.0001279495,0.00002570354,0.00005118745,0.0006573561,0.9978435,0.000005581378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002493827,0.01483232,0.0004691798,0.6286982,0.1103749,0.0001524403,0.0026399,0.0003317638,0.2400075],"genre_scores_gemma":[0.01977413,0.01329888,0.001105606,0.3719278,0.04783044,0.000256708,0.002597147,0.0001583284,0.5430511],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06864385,"threshold_uncertainty_score":0.2296365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401516151","doi":"10.55834/halmj.2001056270","title":"Healthcare Executive Highlights for Second Quarter 2024","year":2024,"lang":"en","type":"article","venue":"Healthcare Administration Leadership & Management Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Health care; Business; Economics; History; Economic growth","authors":[{"name":"Alaaddin Salih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1173709740554389,"gpt":0.3827015654523969,"spread":0.265330591396958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002270869,0.001351288,0.0006445625,0.0009928718,0.001510207,0.006147204,0.001032509,0.008781437,0.1671593],"category_scores_gemma":[0.004888474,0.0004262548,0.000931711,0.0009592313,0.0006034629,0.002243683,0.002053408,0.005746794,0.1112528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002231304,"about_ca_system_score_gemma":0.008076116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007419869,"about_ca_topic_score_gemma":0.01366909,"domain_scores_codex":[0.9976433,0.0002348773,0.0001316372,0.0001773386,0.001157164,0.000655586],"domain_scores_gemma":[0.9965622,0.0003397774,0.0002163112,0.0001251325,0.001324603,0.001431944],"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":[0.00001389145,0.00001573715,0.00009833719,0.00003606899,0.000001306766,0.00003642445,0.000005661716,0.00001486459,0.00004395371,0.000808018,0.9906577,0.008267972],"study_design_scores_gemma":[0.0000116082,0.00001914131,0.0008456036,0.000104847,0.00000164827,0.00003013313,0.00004139826,0.00002729185,0.00004467894,0.0003649703,0.9985021,0.000006503349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001359664,0.01112525,0.0004623118,0.3977027,0.1745232,0.0002791302,0.007184092,0.000694378,0.4066692],"genre_scores_gemma":[0.006765651,0.008519403,0.0005636741,0.1593708,0.0438599,0.0002914739,0.00408675,0.0001876179,0.7763548],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1671593,"threshold_uncertainty_score":0.5592036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407638416","doi":"10.55834/halmj.8999932057","title":"Healthcare Executive Highlights for Fourth Quarter 2024","year":2025,"lang":"en","type":"article","venue":"Healthcare Administration Leadership & Management Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Health care; Political science; Psychology; Medicine; History","authors":[{"name":"Alaaddin Salih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1024603812968276,"gpt":0.3855730543869208,"spread":0.2831126730900932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003096322,0.001245147,0.0007227458,0.001071231,0.002272946,0.006748419,0.001445527,0.01098414,0.2077544],"category_scores_gemma":[0.007679264,0.0004490876,0.001019693,0.0007487272,0.000763089,0.002525447,0.002207148,0.007327553,0.1324962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003003538,"about_ca_system_score_gemma":0.01088114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008919266,"about_ca_topic_score_gemma":0.01568196,"domain_scores_codex":[0.9963651,0.0004109608,0.0001955631,0.0002153148,0.001926337,0.0008867563],"domain_scores_gemma":[0.9927078,0.000541042,0.0002784022,0.0002442749,0.003699186,0.002529228],"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":[0.000006086822,0.00001306963,0.00005434571,0.00002160295,7.496018e-7,0.00002213095,0.000004370327,0.000007199235,0.00002176802,0.0004161219,0.9939975,0.005435116],"study_design_scores_gemma":[0.000008986594,0.00001565866,0.0004977491,0.0001258075,0.00000146884,0.00003202538,0.00004927998,0.00002075787,0.00003610015,0.0003265982,0.9988793,0.000006315319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007312493,0.006147633,0.0003989241,0.4563324,0.1651777,0.000310485,0.00259045,0.0005210541,0.3677903],"genre_scores_gemma":[0.004827072,0.006160087,0.0005101979,0.2018485,0.04872391,0.0003083394,0.001959446,0.0001542621,0.7355082],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2077544,"threshold_uncertainty_score":0.6950079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410034138","doi":"10.55834/halmj.9051964353","title":"Healthcare Executive Highlights for First Quarter 2025","year":2025,"lang":"en","type":"article","venue":"Healthcare Administration Leadership & Management Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Health care; Executive summary; Business; Economics; Finance; History; Economic growth","authors":[{"name":"Alaaddin Salih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1469592985228938,"gpt":0.4446256654736116,"spread":0.2976663669507178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00343279,0.001640486,0.0008364135,0.001239085,0.002835063,0.009250346,0.001475772,0.01341491,0.1652813],"category_scores_gemma":[0.008639651,0.0005387851,0.0009463937,0.001058009,0.0007485339,0.003207512,0.002334542,0.007962474,0.1214299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003449066,"about_ca_system_score_gemma":0.01166185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061341,"about_ca_topic_score_gemma":0.02116501,"domain_scores_codex":[0.9963323,0.0003581412,0.0001919043,0.0002284297,0.001912939,0.0009762812],"domain_scores_gemma":[0.992804,0.0006338314,0.0002871294,0.0002577596,0.003224109,0.002793214],"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":[0.000006189728,0.00001307138,0.00003942565,0.00002320824,6.55327e-7,0.00002089589,0.000004988026,0.000005304645,0.00001917155,0.0004622082,0.9945022,0.004902682],"study_design_scores_gemma":[0.000008925118,0.0000181967,0.0005531586,0.000120326,0.000001328231,0.00002909278,0.00005598221,0.00001692183,0.00002748768,0.0002876535,0.9988747,0.000006292584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007408753,0.01164076,0.0002854539,0.4068858,0.1992884,0.0002779835,0.002807971,0.0004928769,0.37758],"genre_scores_gemma":[0.004611245,0.008173047,0.0004397949,0.2057822,0.0469156,0.000274011,0.002179663,0.0001526751,0.7314718],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1652813,"threshold_uncertainty_score":0.5529209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}