{"id":"W2894927277","doi":"10.1159/000492538","title":"Success Rates for Retinal Detachment Repair in Alberta: A Physician Learning Program Initiative","year":2018,"lang":"en","type":"article","venue":"Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; Rockyview General Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Retinal detachment; Scleral buckle; Vitrectomy; Medicine; Ophthalmology; Retinal; Retina; Optometry; Visual acuity; Scleral buckling; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001045363,0.0002095723,0.0001542608,0.001465695,0.0006736378,0.0006470658,0.0006244792,0.0003110518,0.001556226],"category_scores_gemma":[0.005517327,0.0001685812,0.0001925768,0.001683077,0.0004680866,0.0002563002,0.0006524489,0.0003433299,0.0001895527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003986219,"about_ca_system_score_gemma":0.006393571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6497805,"about_ca_topic_score_gemma":0.807654,"domain_scores_codex":[0.9989097,0.0001032202,0.00004560258,0.0001041962,0.0005909128,0.0002463508],"domain_scores_gemma":[0.9960333,0.0005035128,0.001651231,0.00009935086,0.0009088651,0.0008037905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005447257,0.00003472941,0.9926057,0.00001435953,0.00001907783,0.0001235235,0.0001825897,0.0001298639,0.0001396666,0.00003418531,0.0008089633,0.005852819],"study_design_scores_gemma":[0.000006170577,0.0000290491,0.9990219,0.000007965788,0.000007035799,0.0001448057,0.0002554716,0.0001716492,0.00006360836,0.00001148286,0.0002779298,0.00000290671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954477,0.0004729974,0.000153796,0.0003453746,0.00001077413,0.00002114853,0.0009034992,0.00002752696,0.002617061],"genre_scores_gemma":[0.9982387,0.0002412274,0.0002310488,0.00005594459,0.00001425659,0.00000770417,0.0005841342,0.000004920404,0.0006221863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3502195,"threshold_uncertainty_score":0.704564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435837814802072,"score_gpt":0.3740106189335812,"score_spread":0.3296522407855604,"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."}}