{"id":"W2013454470","doi":"10.1016/s0008-4182(03)80061-3","title":"Cataract surgery at the Vancouver Eye Care Centre: Do patient indications meet provincial clinical practice guidelines?","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Medicine; Cataract surgery; Visual acuity; Eye care; General surgery; Population; Medical record; Quality of life (healthcare); Surgery; Optometry; Nursing","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001468026,0.0002175193,0.0006077432,0.0002371165,0.0004965111,0.00001713974,0.0001659133,0.000265671,0.001518053],"category_scores_gemma":[0.01462746,0.000149617,0.0003258174,0.0002455908,0.0004888471,0.000152151,0.00003346722,0.0005447418,0.00005554511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026947,"about_ca_system_score_gemma":0.004250911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009802907,"about_ca_topic_score_gemma":0.001004762,"domain_scores_codex":[0.9970234,0.0006870926,0.001244984,0.0002556478,0.0002666716,0.000522208],"domain_scores_gemma":[0.9952666,0.001013787,0.0008749218,0.0003579354,0.001775961,0.0007108178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002216437,0.0002133353,0.7852238,0.00002602948,0.0003334486,0.01605136,0.001015165,0.00000532346,0.000002422622,0.0001237725,0.1961831,0.0006006525],"study_design_scores_gemma":[0.001613289,0.003307738,0.4361864,0.000176393,0.0009028243,0.2120384,0.01233472,0.000001357788,0.00007448229,0.0001770622,0.3327966,0.0003907113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969038,0.004662777,0.00000292723,0.006804299,0.003670893,0.0003522882,0.00004272879,0.000004085142,0.01542206],"genre_scores_gemma":[0.9963578,0.00003922216,0.0005535862,0.001426868,0.0004259195,0.0000076816,0.00001487979,0.00002399247,0.001150079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3490373,"threshold_uncertainty_score":0.9993947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07009444378654986,"score_gpt":0.4089996602537345,"score_spread":0.3389052164671846,"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."}}