{"id":"W2041600754","doi":"10.1097/00001888-200610001-00031","title":"The Value of Basic Science in Clinical Diagnosis","year":2006,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Recall; Test (biology); Epidemiology; Clinical epidemiology; Set (abstract data type); Basic science; Value (mathematics); Disease; Medicine; Medical science; Medical education; Psychology; Cognitive psychology; Computer science; Pathology","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":[0.0128483,0.0003851026,0.000330962,0.002281146,0.0005769628,0.001918577,0.0009836316,0.001259749,0.005504104],"category_scores_gemma":[0.07701595,0.0002479089,0.0003773023,0.0007729973,0.003286146,0.002748661,0.002036548,0.001797631,0.0006025071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159154,"about_ca_system_score_gemma":0.003360835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804423,"about_ca_topic_score_gemma":0.001215812,"domain_scores_codex":[0.9951087,0.003135868,0.0002854637,0.0002363057,0.001087919,0.0001458039],"domain_scores_gemma":[0.8783922,0.1045804,0.00624808,0.004189829,0.004135988,0.002453526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009738632,0.001631645,0.1956089,0.003370302,0.0001961696,0.0008048399,0.004937599,0.00303969,0.003179824,0.01728227,0.005991001,0.7629838],"study_design_scores_gemma":[0.0005705222,0.007367585,0.4600811,0.006745388,0.0005488631,0.01051074,0.006750101,0.01291234,0.01337813,0.4192353,0.06164101,0.0002589046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7509862,0.06869131,0.04461434,0.05419738,0.0008219264,0.0006208615,0.0002457014,0.0003103705,0.07951189],"genre_scores_gemma":[0.9682353,0.01091072,0.0178131,0.001769645,0.0003594834,0.00008218857,0.00006754351,0.0000125743,0.000749397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0128483,"threshold_uncertainty_score":0.06794912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617998667261823,"score_gpt":0.4205942763938308,"score_spread":0.3744142897212126,"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."}}