{"id":"W2400036002","doi":"10.1016/j.ophtha.2015.10.069","title":"Re: McCannel: Simulation surgical teaching in ophthalmology (Ophthalmology 2015;122:2371-2)","year":2016,"lang":"en","type":"letter","venue":"Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Curriculum; Medical education; Incentive; Simulation training; Ophthalmology; Medical physics; Simulation; Computer science; Psychology; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003662085,0.001699601,0.00156531,0.003938275,0.001524957,0.005804112,0.002828796,0.01077425,0.0432147],"category_scores_gemma":[0.03088222,0.0008988605,0.001670033,0.001359521,0.002082756,0.006099695,0.002246023,0.01511698,0.03739136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003295132,"about_ca_system_score_gemma":0.00288277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004064459,"about_ca_topic_score_gemma":0.007927775,"domain_scores_codex":[0.9961356,0.0007135848,0.0004936915,0.0005385776,0.001872044,0.0002465717],"domain_scores_gemma":[0.9805244,0.005272646,0.001228243,0.000503773,0.009598776,0.002872066],"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":[0.00001384817,0.000004635194,0.00004034405,0.0001439885,0.00000475719,0.00005264818,0.00001041759,0.00001209437,0.00003389042,0.0001799151,0.9884292,0.01107433],"study_design_scores_gemma":[0.0000194646,0.00001985576,0.000244523,0.00101567,0.00001314185,0.0007415829,0.00005822117,0.0001025326,0.0001127362,0.0005905757,0.9970586,0.00002304327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0001327438,0.03888969,0.0007879916,0.2056856,0.7433518,0.00008100216,0.0001183623,0.0004422659,0.01051054],"genre_scores_gemma":[0.002727118,0.04409687,0.0008628784,0.1507462,0.7268221,0.0001207406,0.000149561,0.0003865506,0.07408799],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0432147,"threshold_uncertainty_score":0.1445676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440244307209953,"score_gpt":0.3592683602886577,"score_spread":0.3148659172165582,"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."}}