{"id":"W4294578992","doi":"10.1177/0272989x221121343","title":"The Fallacy of a Single Diagnosis","year":2022,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Alfred P. Sloan Foundation","keywords":"Fallacy; Medicine; Single use; Intensive care medicine; Psychology; Computer science; Epistemology; Philosophy; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.2588972,0.001073984,0.001641817,0.003408214,0.001960916,0.004926946,0.003471725,0.005131596,0.006522094],"category_scores_gemma":[0.6876875,0.001043372,0.002407947,0.001911258,0.01572786,0.008887658,0.005095371,0.005089909,0.0006877843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005049473,"about_ca_system_score_gemma":0.003948476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656724,"about_ca_topic_score_gemma":0.001026508,"domain_scores_codex":[0.5942733,0.3261766,0.01887979,0.02519765,0.03294691,0.00252582],"domain_scores_gemma":[0.1940024,0.7185861,0.05271172,0.02444944,0.00836367,0.001886626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01439624,0.0009029048,0.3669973,0.006738164,0.004352829,0.003376638,0.02019841,0.02419948,0.001788262,0.1743749,0.01822274,0.3644522],"study_design_scores_gemma":[0.001443233,0.002788731,0.05165547,0.009779121,0.002033341,0.008253538,0.007519752,0.06555122,0.004862507,0.8193262,0.02637024,0.0004166819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6115565,0.01286494,0.2201021,0.1121682,0.001764461,0.001961868,0.002144001,0.0005113169,0.03692673],"genre_scores_gemma":[0.9607453,0.0008523049,0.03161858,0.005654704,0.0003332248,0.0004036872,0.0001996427,0.00002299806,0.0001695386],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2588972,"threshold_uncertainty_score":0.9139116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809602560556307,"score_gpt":0.3767362922905435,"score_spread":0.3386402666849804,"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."}}