{"id":"W2903840205","doi":"10.1097/ijg.0000000000001131","title":"K-RIM (Corneal Rim) Angle Surgery Training Model","year":2018,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; University of Ottawa; University of Calgary; University of Alberta","funders":"","keywords":"Cadaveric spasm; Medicine; Gonioscopy; Glaucoma surgery; Glaucoma; Computer science; Biomedical engineering; Surgery; Ophthalmology","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":[0.0003071577,0.0004255956,0.0002428684,0.0005077258,0.000370613,0.0004266133,0.0006329701,0.0005486379,0.007874404],"category_scores_gemma":[0.0002969172,0.0002305456,0.000588579,0.0002118611,0.0003685967,0.0003114865,0.0005217387,0.0004066446,0.00176956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004132121,"about_ca_system_score_gemma":0.001190253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075135,"about_ca_topic_score_gemma":0.003113454,"domain_scores_codex":[0.9998029,0.00001729488,0.00001729656,0.00004004731,0.00009371644,0.00002880272],"domain_scores_gemma":[0.9997208,0.00004751093,0.00004961863,0.00006214336,0.0000520407,0.00006790728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00181664,0.003059026,0.02099614,0.001370206,0.0001276715,0.002891969,0.0005651629,0.1346233,0.7155468,0.005788695,0.004927876,0.1082865],"study_design_scores_gemma":[0.0006623191,0.02352411,0.07550329,0.0007114167,0.0006543978,0.02020501,0.001053181,0.329559,0.4500806,0.004320971,0.09339412,0.00033155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9245437,0.000573227,0.05568195,0.0002426176,0.00011918,0.000580744,0.001632866,0.0005197754,0.01610596],"genre_scores_gemma":[0.9314714,0.0007098546,0.05310361,0.0001188235,0.00001141309,0.0003579284,0.0010281,0.00006761795,0.01313125],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007874404,"threshold_uncertainty_score":0.02634251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04834410227482489,"score_gpt":0.2849905396084179,"score_spread":0.236646437333593,"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."}}