{"id":"W4313815546","doi":"10.1503/cmaj.221421","title":"Sometimes, often","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Commit; Need to know; Computer science; Internet privacy; World Wide Web; Computer security; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001613361,0.001002434,0.001031355,0.001354299,0.01008009,0.005016785,0.001925596,0.004121175,0.198314],"category_scores_gemma":[0.01500016,0.0006501572,0.0007533561,0.0009905669,0.002486203,0.005297003,0.007349099,0.005652362,0.1280705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803062,"about_ca_system_score_gemma":0.002505387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00816696,"about_ca_topic_score_gemma":0.01989429,"domain_scores_codex":[0.9961506,0.00101684,0.0001289014,0.0006925629,0.00108196,0.0009292203],"domain_scores_gemma":[0.9930395,0.0005087017,0.0008045951,0.0006365172,0.001683348,0.003327322],"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":[0.0001325419,0.0002101046,0.003826705,0.0002364063,0.00004624594,0.0008568683,0.01093004,0.00004544498,0.001341856,0.00566019,0.9079247,0.06878886],"study_design_scores_gemma":[0.00001591801,0.00004912939,0.003211822,0.0002301411,0.00001233335,0.0006582505,0.02004126,0.00006430103,0.0001909887,0.001744975,0.973734,0.00004693251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.08768407,0.01064659,0.01544522,0.1138676,0.03607191,0.0007879323,0.003527273,0.006383686,0.7255858],"genre_scores_gemma":[0.1291707,0.00318814,0.004170823,0.05937642,0.002896165,0.0003769228,0.001231487,0.00127061,0.7983187],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.198314,"threshold_uncertainty_score":0.6634263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448550429084282,"score_gpt":0.3415140893772902,"score_spread":0.3070285850864474,"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."}}