{"id":"W3160980216","doi":"10.1136/bjophthalmol-2020-318706","title":"Malcolm Kerr Muir, FRCS, FRCOphth, FRCP","year":2021,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003450209,0.000684872,0.0004991043,0.001230648,0.001050548,0.001319133,0.0007645984,0.001575652,0.1513783],"category_scores_gemma":[0.004508954,0.0003209148,0.0002498814,0.0003872075,0.0005624453,0.001003442,0.0009120757,0.003432966,0.0433139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002514527,"about_ca_system_score_gemma":0.002226159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608185,"about_ca_topic_score_gemma":0.01804528,"domain_scores_codex":[0.9996775,0.00003251031,0.00001605837,0.00007836836,0.0001231375,0.00007236782],"domain_scores_gemma":[0.9982659,0.000190967,0.0001045509,0.00003966402,0.0003955861,0.001003328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005053248,0.0000379545,0.002169976,0.0001506496,0.000008656894,0.002640752,0.0001489274,0.0001077305,0.0002773869,0.00121332,0.890659,0.102535],"study_design_scores_gemma":[0.00001793043,0.0000567686,0.003994936,0.0006214761,0.000009528949,0.01170024,0.0004166836,0.0002147014,0.0003157797,0.0006941356,0.9819294,0.00002841202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01998085,0.1547922,0.003371428,0.3669671,0.1025805,0.0002064397,0.001863749,0.001722022,0.3485157],"genre_scores_gemma":[0.08217592,0.09877586,0.001861591,0.04471808,0.02393674,0.0001123329,0.0006318048,0.0006001881,0.7471875],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1513783,"threshold_uncertainty_score":0.5064108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741589678133772,"score_gpt":0.2592801254084552,"score_spread":0.2118642286271175,"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."}}