{"id":"W2051052258","doi":"10.1016/j.jcjo.2011.06.015","title":"Evolving surgical techniques of and indications for corneal transplantation in Ontario from 2000 to 2009","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Bank of Canada; University of Toronto","funders":"","keywords":"Corneal transplantation; Medicine; Keratoconus; Ophthalmology; Transplantation; Corneal Transplant; Cornea; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001698506,0.00005438521,0.0002176045,0.0003327579,0.00002222418,0.000002569541,0.00004545517,0.00008134325,0.001038309],"category_scores_gemma":[0.0000564939,0.00005258661,0.00004289624,0.0000870657,0.00005383548,0.00004877263,0.000001799721,0.0001216647,5.056971e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009944333,"about_ca_system_score_gemma":0.00126633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3374196,"about_ca_topic_score_gemma":0.219723,"domain_scores_codex":[0.9994434,0.00002441458,0.0002833381,0.00007511108,0.00003878268,0.0001349153],"domain_scores_gemma":[0.9993865,0.00009698886,0.00009050951,0.00005316805,0.00008310199,0.0002897564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004900345,0.00004105105,0.988794,0.00001378385,0.000021974,0.005556333,0.003268966,0.000001107426,0.0001135798,0.00006788025,0.0002222138,0.001409038],"study_design_scores_gemma":[0.0005713388,0.0005994621,0.9759017,0.0000879069,0.00004065215,0.02086562,0.0001274278,0.000003269133,0.0003626898,0.0009867639,0.0003997689,0.00005336435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934484,0.0002934531,0.00009977113,0.0001751154,0.00005776458,0.0001539898,0.00004095912,0.000001064629,0.005729442],"genre_scores_gemma":[0.9977927,0.000005081852,0.002030445,0.00002953715,0.00001867792,0.000005153855,0.00001209419,0.000004998022,0.0001013741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1176966,"threshold_uncertainty_score":0.9998749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584301829777101,"score_gpt":0.2778665097154987,"score_spread":0.2320234914177277,"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."}}