{"id":"W4414161747","doi":"10.1080/0142159x.2025.2558907","title":"Pillars of purpose in teaching","year":2025,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pillar; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02217646,0.0008624783,0.0008730511,0.003696652,0.01243139,0.01807078,0.001590956,0.004801224,0.007839534],"category_scores_gemma":[0.02327268,0.0009149458,0.0007728346,0.002261032,0.1070434,0.01906029,0.02084796,0.01269289,0.002532696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008057855,"about_ca_system_score_gemma":0.01182985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005565772,"about_ca_topic_score_gemma":0.006748259,"domain_scores_codex":[0.9563537,0.02641173,0.001536223,0.00241621,0.01021443,0.003067696],"domain_scores_gemma":[0.9664579,0.01308332,0.003034722,0.004903733,0.006186196,0.006334064],"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":[0.0000340222,0.00005481119,0.001234671,0.00011754,0.00001332969,0.00008178558,0.03762327,0.00008625256,0.0002378434,0.9234024,0.01032338,0.02679065],"study_design_scores_gemma":[0.00004224676,0.0001136844,0.002400968,0.0008167516,0.00002267863,0.0003717433,0.01819645,0.0002405002,0.0004170431,0.5707654,0.4065257,0.0000869209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02473371,0.01055592,0.04747475,0.141305,0.003017912,0.0002603008,0.00008884121,0.0002889286,0.7722747],"genre_scores_gemma":[0.8863277,0.005968465,0.02665684,0.02127184,0.001700952,0.0007612862,0.00007704573,0.0003309377,0.0569048],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02217646,"threshold_uncertainty_score":0.1172817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972898756226849,"score_gpt":0.3881484203248825,"score_spread":0.368419432762614,"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."}}