{"id":"W6945471867","doi":"10.25384/sage.13724714","title":"Supplemental Material, sj-pdf-1-caj-10.1177_0846537120986495 - Leadership Development Programs for Radiology Residents: A Literature Review","year":2021,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leadership development; MEDLINE; Association (psychology); Professional development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002123163,0.0005985698,0.0007733204,0.006878381,0.0009355337,0.002793844,0.001785008,0.001636466,0.7593157],"category_scores_gemma":[0.02494431,0.000434874,0.0005370657,0.01049125,0.0003364036,0.00231523,0.001298744,0.0008763336,0.2975074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002086193,"about_ca_system_score_gemma":0.007256286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02750202,"about_ca_topic_score_gemma":0.05847671,"domain_scores_codex":[0.9986947,0.0001931526,0.0002462121,0.00009172878,0.0006918141,0.00008243407],"domain_scores_gemma":[0.969396,0.01487776,0.001568647,0.0004265077,0.0120893,0.00164181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001583221,0.00003204758,0.0001883966,0.001313892,0.000003412578,0.00001629051,0.00002207514,0.00001801533,0.00002822148,0.0001582796,0.9759622,0.02224134],"study_design_scores_gemma":[0.00007079836,0.00003533875,0.005935078,0.004134877,0.00002361205,0.000142555,0.000262462,0.00007672735,0.0001071063,0.000785352,0.9884005,0.00002570488],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.001905873,0.0161003,0.001825643,0.01824596,0.005911304,0.001918364,0.6800341,0.004231316,0.2698272],"genre_scores_gemma":[0.01578629,0.04701796,0.01438317,0.01535893,0.006266169,0.003387209,0.5210099,0.003166398,0.3736239],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7593157,"threshold_uncertainty_score":0.343307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508437640860398,"score_gpt":0.3394388307789441,"score_spread":0.1885950666929043,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}