{"id":"W4253806136","doi":"10.7326/acpjc-2005-142-3-a08","title":"Does clinical experience make up for failure to keep up to date?","year":2005,"lang":"en","type":"article","venue":"ACP Journal Club","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01879019,0.0003374411,0.0008011616,0.003946366,0.003296969,0.007401504,0.00264701,0.003775896,0.01685637],"category_scores_gemma":[0.2099299,0.0004740849,0.0008467662,0.002224146,0.004779174,0.008807091,0.003971151,0.003638332,0.002205809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254822,"about_ca_system_score_gemma":0.005941523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102337,"about_ca_topic_score_gemma":0.004800622,"domain_scores_codex":[0.9786402,0.00645311,0.002208376,0.001418075,0.007071509,0.004208657],"domain_scores_gemma":[0.7900291,0.08585596,0.0489435,0.009225666,0.02885191,0.03709394],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003171375,0.001249446,0.6995494,0.0005837558,0.0003290812,0.005500538,0.02515007,0.0002386906,0.0004283288,0.01051681,0.04925297,0.2068838],"study_design_scores_gemma":[0.0002102626,0.000771394,0.6678308,0.002763403,0.0003809208,0.0253666,0.1535512,0.001484884,0.001022848,0.04809524,0.09818152,0.0003408719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6337385,0.006767219,0.004358076,0.2267403,0.004681462,0.0001372924,0.0004791865,0.0002998944,0.1227981],"genre_scores_gemma":[0.9877165,0.0007897109,0.00110324,0.006730272,0.000642619,0.00002708873,0.0001237111,0.00007752985,0.002789418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9812098,"threshold_uncertainty_score":0.09937316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915508095768181,"score_gpt":0.445679118753508,"score_spread":0.3865240377958262,"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."}}