{"id":"W2074328615","doi":"10.1097/01.ico.0000151549.15528.07","title":"Outcome of Penetrating Keratoplasty Performed by Cornea Fellows Compared With That of an Experienced Staff Surgeon","year":2005,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Dioptre; Medicine; Astigmatism; Cornea; Ophthalmology; Corneal topography; Fibrous joint; Optometry; Visual acuity; Surgery; Optics","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":[0.0005820853,0.0002818518,0.0003058649,0.0009319062,0.0003328527,0.000447201,0.0002010082,0.0004567047,0.001709879],"category_scores_gemma":[0.004461832,0.000160583,0.0003689672,0.0003476523,0.0003930587,0.0003701863,0.0004713455,0.0002514748,0.0002970998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098657,"about_ca_system_score_gemma":0.0002927886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131945,"about_ca_topic_score_gemma":0.001461164,"domain_scores_codex":[0.9994782,0.0001172086,0.00006792228,0.00007373456,0.0001350009,0.0001279945],"domain_scores_gemma":[0.9968169,0.0005508781,0.001441117,0.000111215,0.0003014817,0.000778337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002297477,0.00006732506,0.9940175,0.00001417071,0.00003728507,0.001016383,0.00009133662,0.0000711232,0.0004253397,0.000009214586,0.0001131567,0.003907453],"study_design_scores_gemma":[0.00001719113,0.0009763596,0.9918454,0.00001138944,0.00001977831,0.006286406,0.0003983098,0.0001807829,0.0001304603,0.00001330091,0.0001144188,0.000006094725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996897,0.0001022101,0.000025103,0.00001025852,0.000005090082,0.000002608073,0.00002158614,0.00000232675,0.0001411334],"genre_scores_gemma":[0.9997076,0.00006726712,0.0000389466,0.00000839086,0.00001239014,0.000003385558,0.00009803414,0.000001429754,0.00006256075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001709879,"threshold_uncertainty_score":0.005720139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194173240577759,"score_gpt":0.2786565241001583,"score_spread":0.2467147916943807,"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."}}