{"id":"W4411777726","doi":"10.1093/cid/ciaf270","title":"Practicing With Intent: How to Teach an Old Dogma New Tricks","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","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":[0.0394287,0.00118696,0.0013347,0.002896835,0.00621831,0.01219701,0.003253048,0.009773417,0.01374854],"category_scores_gemma":[0.1056107,0.000892539,0.001372342,0.0007705211,0.03569434,0.0261147,0.009987614,0.02815056,0.007827812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003811502,"about_ca_system_score_gemma":0.01399981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003438988,"about_ca_topic_score_gemma":0.005401807,"domain_scores_codex":[0.9802049,0.01270747,0.0008217958,0.001514381,0.003546681,0.00120478],"domain_scores_gemma":[0.8972723,0.07474738,0.003401695,0.007336072,0.008761927,0.008480649],"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":[0.0001768911,0.0007423518,0.005035889,0.002195539,0.0001480152,0.001298541,0.05199473,0.0008363768,0.00158751,0.2374003,0.3517815,0.3468024],"study_design_scores_gemma":[0.0001150597,0.0002460938,0.001309628,0.004157193,0.00006293447,0.001789415,0.01794301,0.0009197079,0.0008198451,0.4986406,0.4738574,0.000139058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00535749,0.01767452,0.05060374,0.8876385,0.0105834,0.0001815059,0.00006135335,0.0005858184,0.02731376],"genre_scores_gemma":[0.1901422,0.04469256,0.1937125,0.525402,0.01492224,0.001234879,0.0001910827,0.001144809,0.0285578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0394287,"threshold_uncertainty_score":0.2085214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762108200655636,"score_gpt":0.4121296751271532,"score_spread":0.3745085931205969,"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."}}