{"id":"W4283520789","doi":"10.1016/j.jval.2022.04.610","title":"EE362 Microcosting of Cataract Surgery Complications from a US Provider Perspective","year":2022,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Medicine; Cataract surgery; Perspective (graphical); Intensive care medicine; Surgery; General surgery","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":[0.001576679,0.0001493158,0.000245155,0.00216084,0.0003703253,0.001756857,0.0002548691,0.000600851,0.00641447],"category_scores_gemma":[0.01508689,0.0001459348,0.00102527,0.002834086,0.0004089855,0.0008132046,0.0006002063,0.001275524,0.000169505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00285361,"about_ca_system_score_gemma":0.001836634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03752488,"about_ca_topic_score_gemma":0.04440011,"domain_scores_codex":[0.9984799,0.0006001978,0.0001230608,0.000107542,0.0004229466,0.000266421],"domain_scores_gemma":[0.9879705,0.004411429,0.004697577,0.0003018082,0.001574728,0.001043901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006976493,0.0002840535,0.8914647,0.0002017225,0.0006028187,0.0003184433,0.00020221,0.003809813,0.0002530775,0.01791059,0.01170483,0.07255001],"study_design_scores_gemma":[0.00004530951,0.0002513468,0.9706314,0.000354397,0.0004225,0.001033027,0.001111823,0.006289636,0.0004919762,0.008040348,0.01128701,0.00004120743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836864,0.0171666,0.002623101,0.02672052,0.0002566062,0.00006987814,0.01101181,0.00003003272,0.05843493],"genre_scores_gemma":[0.9965057,0.001129386,0.0002857007,0.0004379497,0.0001393532,0.000007998496,0.0007282484,0.000005429034,0.0007602561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03752488,"threshold_uncertainty_score":0.07461292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4938335676468563,"score_gpt":0.4345348171133638,"score_spread":0.05929875053349248,"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."}}