{"id":"W2314875266","doi":"10.1097/acm.0b013e3182a3116f","title":"Understanding Clinical Uncertainty","year":2013,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Novelty; Action (physics); Psychology; Qualitative research; Computer science; Medical education; Management science; Medicine; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.02442388,0.0008005045,0.0005434205,0.003770053,0.004932667,0.01221635,0.002598885,0.004685224,0.004030381],"category_scores_gemma":[0.07400046,0.0004031422,0.0008601779,0.002129811,0.03043226,0.01697727,0.01128806,0.00563627,0.0004746317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007945783,"about_ca_system_score_gemma":0.01303721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003260149,"about_ca_topic_score_gemma":0.001630223,"domain_scores_codex":[0.9708335,0.02097599,0.001462509,0.001381012,0.004092867,0.001254168],"domain_scores_gemma":[0.9404998,0.04787497,0.004013533,0.001584293,0.004257026,0.001770423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007204317,0.00006110459,0.0081034,0.001343323,0.00005678939,0.001396216,0.2421862,0.002415146,0.0004482418,0.637547,0.01495045,0.09142014],"study_design_scores_gemma":[0.00002646263,0.00007445134,0.00204376,0.002894481,0.00004035746,0.0026242,0.1713378,0.001705415,0.0003973282,0.6578811,0.1609014,0.00007313872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1448054,0.04535788,0.2163943,0.3076867,0.002643629,0.0007306513,0.0004199807,0.0002204405,0.281741],"genre_scores_gemma":[0.9554868,0.01012765,0.02163686,0.009366462,0.0006155982,0.00026406,0.0001708473,0.0000369522,0.002294847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02442388,"threshold_uncertainty_score":0.1291674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2991992306063765,"score_gpt":0.4524353093868878,"score_spread":0.1532360787805112,"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."}}