{"id":"W2058722633","doi":"10.1136/bmj.39349.461678.43","title":"Clinical Epidemiology: A Basic Science for Clinical Medicine","year":2007,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Clinical epidemiology; Test (biology); Reading (process); Medicine; Medical education; Family medicine; Pathology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01823059,0.0009463987,0.001584811,0.003512915,0.00166492,0.007987311,0.001709011,0.004670608,0.005103434],"category_scores_gemma":[0.04573948,0.0007846435,0.001081149,0.002031374,0.01953459,0.00977826,0.003085205,0.01489011,0.002479153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00449409,"about_ca_system_score_gemma":0.01194405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852698,"about_ca_topic_score_gemma":0.002693529,"domain_scores_codex":[0.9895871,0.005689888,0.0006469712,0.0005718248,0.003236874,0.0002673855],"domain_scores_gemma":[0.9463238,0.04357577,0.001593875,0.002110414,0.004463288,0.001932913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002477553,0.00004689769,0.0009757298,0.001168879,0.0000621457,0.0001379843,0.001149018,0.000694995,0.0001809222,0.7206156,0.1834728,0.09147043],"study_design_scores_gemma":[0.00002940009,0.00003108933,0.0006130022,0.001241101,0.00001534115,0.0003943573,0.0004185573,0.0005262098,0.00006782866,0.6885767,0.3080579,0.00002848278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001356652,0.2055333,0.138541,0.5689801,0.02429116,0.0002077997,0.0003556357,0.0003908669,0.06034356],"genre_scores_gemma":[0.1111401,0.3246506,0.2141042,0.214821,0.09180952,0.001292532,0.0007127071,0.0004306014,0.04103863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01823059,"threshold_uncertainty_score":0.09641373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2960573952834967,"score_gpt":0.592554439511773,"score_spread":0.2964970442282763,"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."}}