{"id":"W2620981688","doi":"10.1016/j.jcjo.2017.02.024","title":"Creation and validation of a simulator for corneal rust ring removal","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Rust (programming language); Medicine; Cohort; Ophthalmology; Cadaveric spasm; Surgery; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001874224,0.001000562,0.0005026445,0.0007864408,0.0004715152,0.001225982,0.002845221,0.001675484,0.004449406],"category_scores_gemma":[0.005489917,0.0005633818,0.0007544535,0.0002400363,0.0008059074,0.0007760596,0.001594053,0.0009602116,0.001306756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006565658,"about_ca_system_score_gemma":0.003167188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803399,"about_ca_topic_score_gemma":0.003766651,"domain_scores_codex":[0.9991289,0.0001598067,0.00009097604,0.0001192019,0.00039871,0.0001023125],"domain_scores_gemma":[0.996479,0.001148463,0.0001965004,0.0007816388,0.0007855389,0.0006088806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001847453,0.00491794,0.03776507,0.001060953,0.0003192384,0.002660404,0.003783613,0.4238263,0.3055119,0.003000688,0.00884265,0.2064638],"study_design_scores_gemma":[0.0006210029,0.005044107,0.0173022,0.0002435847,0.0002467017,0.001960271,0.001404582,0.8225121,0.1178497,0.001792866,0.03067172,0.0003511556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6443576,0.0001836875,0.3383725,0.0004041848,0.000575737,0.002796416,0.001654856,0.00646932,0.00518567],"genre_scores_gemma":[0.7916279,0.000197665,0.2014987,0.0001069097,0.00002534283,0.0008993814,0.001605489,0.000543693,0.003494875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004449406,"threshold_uncertainty_score":0.01488471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460058064052601,"score_gpt":0.3210285188544716,"score_spread":0.2764279382139456,"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."}}