{"id":"W841260294","doi":"","title":"Retrospective review of surgical outcome with iStent surgery","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Outcome (game theory); Surgery; Retrospective cohort study; General surgery; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001459422,0.0003455334,0.0006599806,0.003622931,0.0008562009,0.001006164,0.0006602162,0.0005195779,0.002733252],"category_scores_gemma":[0.005660545,0.0003454519,0.0009952636,0.004333999,0.0006441845,0.0007633062,0.0008940133,0.0004417662,0.0004931274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008404625,"about_ca_system_score_gemma":0.001263271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003413439,"about_ca_topic_score_gemma":0.003358989,"domain_scores_codex":[0.9970695,0.0004902798,0.001004399,0.0005893589,0.0004882836,0.0003581641],"domain_scores_gemma":[0.9927583,0.001283224,0.003594705,0.000588312,0.001140287,0.0006351297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001417287,0.00003948485,0.9969106,0.0001185756,0.0001292218,0.0006401277,0.000118754,0.00001856456,0.0001385365,0.00004123881,0.0001903028,0.001512846],"study_design_scores_gemma":[0.00001320931,0.0002654413,0.9929922,0.00008208063,0.0002089281,0.003724988,0.001143411,0.0000491106,0.0001892125,0.00004712564,0.001269948,0.00001442853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994139,0.00219718,0.0001875014,0.00003739272,0.00002334128,0.00004801815,0.002140334,0.000005955618,0.001221419],"genre_scores_gemma":[0.995682,0.0009682957,0.0001771148,0.00006760444,0.00003832433,0.00005244463,0.002811025,0.000008988807,0.0001942221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003622931,"threshold_uncertainty_score":0.009143651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454764806454112,"score_gpt":0.3509931197637211,"score_spread":0.30644547169918,"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."}}