{"id":"W2399990054","doi":"10.7326/acpjc-2002-136-2-a11","title":"Clinical expertise in the era of evidence-based medicine and patient choice","year":2002,"lang":"en","type":"editorial","venue":"ACP Journal Club","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Alternative medicine; Evidence-based medicine; Family medicine; Medical education; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01690733,0.002524831,0.004012591,0.002852484,0.003079883,0.01063961,0.004610014,0.02359929,0.02094135],"category_scores_gemma":[0.08742429,0.00122941,0.002283548,0.00169343,0.005964011,0.00777771,0.002338221,0.02911611,0.01157125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004582761,"about_ca_system_score_gemma":0.006303478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208056,"about_ca_topic_score_gemma":0.003723263,"domain_scores_codex":[0.9864763,0.003327154,0.001510769,0.001070069,0.00667531,0.0009403967],"domain_scores_gemma":[0.8735926,0.06770318,0.006523764,0.002938905,0.03517735,0.01406421],"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":[0.00004237355,0.00001017651,0.00003053403,0.0003073889,0.00001444372,0.00008227035,0.00002294082,0.00002142745,0.0000242092,0.0005359717,0.9929495,0.00595875],"study_design_scores_gemma":[0.00008654652,0.00002900372,0.0002222089,0.001733234,0.00003526131,0.0002203796,0.0001021069,0.00008908277,0.00007991309,0.001566119,0.995814,0.00002214628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005180151,0.01083486,0.0001020297,0.1061667,0.8809812,0.00001956257,0.00004151134,0.00004392901,0.001758499],"genre_scores_gemma":[0.0008096391,0.008449834,0.0001208031,0.04112117,0.9452817,0.00001982355,0.00003306171,0.00002469171,0.00413931],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02359929,"threshold_uncertainty_score":0.08941549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3142390152275463,"score_gpt":0.5524812929789243,"score_spread":0.2382422777513781,"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."}}