{"id":"W3177758865","doi":"10.1080/14739879.2021.1931965","title":"Clinical reasoning – a Scotoma in the medical gaze?","year":2021,"lang":"en","type":"article","venue":"Education for Primary Care","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gaze; Blind spot; Optometry; Psychology; Medicine; Computer science; Medical education; Artificial intelligence","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":[0.0009042987,0.00008864239,0.0002571522,0.00003742597,0.00005834528,0.0000256761,0.0001255379,0.0001658674,0.0002179406],"category_scores_gemma":[0.06565171,0.00006459899,0.0001856202,0.0002296536,0.00006768318,0.00002999724,0.00003411109,0.0003326437,0.00003415667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045544,"about_ca_system_score_gemma":0.004455542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002778038,"about_ca_topic_score_gemma":0.00003682254,"domain_scores_codex":[0.9985708,0.0001468456,0.0004287488,0.000290424,0.0003833743,0.0001798154],"domain_scores_gemma":[0.9910859,0.007933603,0.00006745876,0.0003987934,0.0003165422,0.0001976581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001357521,0.001507133,0.3732737,0.0002143656,0.00003235153,0.0001076164,0.001602308,5.973694e-7,0.000006680007,0.002891293,0.06737015,0.5528581],"study_design_scores_gemma":[0.002276734,0.0002541563,0.8920214,0.003473234,0.0001124475,0.0002923052,0.005828985,0.00002248401,0.00004154852,0.0004596106,0.09507743,0.0001397083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919491,0.006241506,0.0001527071,0.02141755,0.002180099,0.0006898372,0.0000105796,0.00005066013,0.04976609],"genre_scores_gemma":[0.961304,0.0003903589,0.005412243,0.02816661,0.001830119,0.000238357,0.001181584,0.00002427196,0.001452435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5527183,"threshold_uncertainty_score":0.9422187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706061517265569,"score_gpt":0.4057333241079892,"score_spread":0.3786727089353335,"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."}}