{"id":"W224311618","doi":"","title":"The Consumer Experience with Cataract Surgery and Private Clinics in Alberta: Canada's Canary in the Mine Shaft","year":2009,"lang":"en","type":"article","venue":"","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cataract surgery; Medicine; Optometry; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004603119,0.000107351,0.0002106376,0.00003709031,0.00007796771,0.00001627515,0.00006857591,0.00003685174,0.00002046073],"category_scores_gemma":[0.0002792983,0.00004951137,0.00002095273,0.0001910313,0.0001036388,0.00004958275,0.000007716473,0.0001949171,8.266396e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000033068,"about_ca_system_score_gemma":0.0005220346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7218887,"about_ca_topic_score_gemma":0.9617662,"domain_scores_codex":[0.9990566,0.0000835971,0.0002557025,0.0001583515,0.000182435,0.0002632888],"domain_scores_gemma":[0.9981335,0.001485355,0.00004250519,0.0002561639,0.00002422547,0.00005822469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003297899,0.00008032548,0.9865964,0.00001032455,0.00001493842,0.001065626,0.001430461,0.000002549901,0.00002935423,0.0003688299,0.004039221,0.006032164],"study_design_scores_gemma":[0.0002729815,0.00006369467,0.9476731,0.00007570195,0.00001222188,0.0002164373,0.001203748,0.00007902734,0.000203145,0.00001468008,0.050072,0.0001132887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838536,0.0005506754,8.630843e-7,0.01436744,0.00005295104,0.0001829494,0.000001018646,0.00000386419,0.0009866547],"genre_scores_gemma":[0.9910488,0.0003002464,0.00001703607,0.007950534,0.00002539484,0.00001077242,0.00000661203,0.000004806537,0.0006357743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398775,"threshold_uncertainty_score":0.2799633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315399598666892,"score_gpt":0.2574916387715211,"score_spread":0.2443376427848522,"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."}}