{"id":"W2560368360","doi":"10.1503/cmaj.150674","title":"Effect of cataract surgery volume constraints on recently graduated ophthalmologists: a population-based cohort study","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; Western University; St Mary's Hospital Centre; Institute for Clinical Evaluative Sciences; St. Joseph's Hospital; Hotel Dieu Hospital; Kingston General Hospital; Bell (Canada)","funders":"","keywords":"Medicine; Cataract surgery; Quarter (Canadian coin); Confidence interval; Quartile; Population; Health care; Optometry; Ophthalmology; Environmental health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267832,0.0003249937,0.0003802795,0.001098948,0.001142511,0.001166667,0.001235775,0.000700852,0.001653568],"category_scores_gemma":[0.003550319,0.0005045444,0.0008871188,0.002241376,0.0006660513,0.0007598067,0.0009076232,0.001043535,0.000208185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003859864,"about_ca_system_score_gemma":0.004316483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6702681,"about_ca_topic_score_gemma":0.7596091,"domain_scores_codex":[0.998678,0.0001540652,0.00009058012,0.0002844342,0.000400027,0.0003928622],"domain_scores_gemma":[0.9963391,0.0002616862,0.001656043,0.0002514201,0.0005214173,0.0009703315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002374793,0.00002189576,0.999508,0.000002571647,0.0000292121,0.00002096553,0.000112406,0.000007560242,0.00003066799,0.000005965685,0.00005981742,0.0001772245],"study_design_scores_gemma":[0.000002266024,0.0000214963,0.9996675,0.000003344102,0.00000776055,0.00002101004,0.0001776293,0.0000375602,0.000004738052,0.000002825294,0.00005168791,0.000002057539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998704,0.0001097118,0.0000300861,0.00006786197,0.000004346719,0.00001614064,0.0008156365,0.000001906073,0.0002502821],"genre_scores_gemma":[0.999248,0.00007586992,0.00004039421,0.00003889755,0.000004803649,0.000009398328,0.000432532,0.00000172513,0.000148415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6702681,"threshold_uncertainty_score":0.6633476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086421783732422,"score_gpt":0.2671245517290832,"score_spread":0.256260333891759,"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."}}