{"id":"W2086487466","doi":"10.1097/acm.0b013e31826735fc","title":"Renowned Physicians’ Perceptions of Expert Diagnostic Practice","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Excellence; Grounded theory; Thematic analysis; Medical education; Constructivist grounded theory; Psychology; Context (archaeology); Possession (linguistics); Perception; Qualitative research; Medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001047373,0.0001843624,0.0005947471,0.0001062433,0.00005186699,0.000001227507,0.0001321864,0.0002613507,0.0008676462],"category_scores_gemma":[0.2584847,0.0001341937,0.00009005741,0.0003401374,0.0003962478,0.0001647958,0.00004831633,0.0007181292,0.0002019817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005172475,"about_ca_system_score_gemma":0.00006517445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358023,"about_ca_topic_score_gemma":4.422833e-7,"domain_scores_codex":[0.9979802,0.0001153237,0.0006705871,0.0002350505,0.0005662163,0.0004326639],"domain_scores_gemma":[0.9645733,0.03412507,0.0002688688,0.0004027126,0.0002018583,0.0004282223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000533112,0.0009229009,0.2986559,0.0001529256,0.0003613614,0.00005276416,0.03477317,0.000003745213,0.02436532,0.006059102,0.5439273,0.09019237],"study_design_scores_gemma":[0.01190017,0.002953667,0.643246,0.02441322,0.003183025,0.0009409048,0.03560032,0.0001054032,0.004030868,0.001032785,0.2717624,0.000831306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558487,0.02326609,0.002325087,0.07976951,0.002108705,0.0008700708,0.00001192985,0.0002209166,0.03557897],"genre_scores_gemma":[0.9752598,0.008067137,0.0007769756,0.01113608,0.003339844,0.00003995101,0.00005394043,0.00002976997,0.001296464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3445901,"threshold_uncertainty_score":0.9500118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510240496446501,"score_gpt":0.4139383848885795,"score_spread":0.3688359799241145,"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."}}