{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005662368,0.0002956695,0.001149331,0.0001981417,0.0005307281,0.00001270749,0.0006165968,0.001127063,0.000724508],"category_scores_gemma":[0.01797328,0.0001488135,0.0001839671,0.0002296068,0.0002187467,0.0001861659,0.0001238979,0.008786423,0.00002505653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004757857,"about_ca_system_score_gemma":0.002883712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000868379,"about_ca_topic_score_gemma":0.0004387303,"domain_scores_codex":[0.9912417,0.003716115,0.002722138,0.0003145426,0.001425716,0.0005798126],"domain_scores_gemma":[0.9630274,0.03394965,0.001632084,0.0005056536,0.000606456,0.0002788198],"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":[0.0001832748,0.00006945341,0.01225185,0.0003946398,0.00002070433,0.00005827813,0.003529277,3.214965e-7,8.317024e-7,0.00000357727,0.9386516,0.04483615],"study_design_scores_gemma":[0.002112427,0.001055382,0.01060052,0.005522987,0.00007544976,0.000004787357,0.0007913876,0.000008892266,1.983142e-7,0.0001103713,0.9795666,0.0001510108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005300025,0.04883391,0.00001320542,0.0974872,0.8462818,0.0008751269,0.00003222637,0.00001731897,0.001159226],"genre_scores_gemma":[0.005274821,0.06126299,0.0001545368,0.05442019,0.8783169,0.00008209611,0.00002194932,0.00005367112,0.0004127809],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04468514,"threshold_uncertainty_score":0.9935004,"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."}}