{"id":"W2981309165","doi":"10.1016/j.jmig.2019.09.200","title":"2276 A Validation of Hysterectomy Procedural Codes in the Canadian Institutes for Health Information Discharge Abstract Database","year":2019,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hysterectomy; Confidence interval; Cohen's kappa; Hospital discharge; Psychological intervention; Kappa; Gynecology; Database; Obstetrics; Surgery; General surgery; Internal medicine; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01232256,0.0004722348,0.0006697442,0.005885285,0.002350552,0.00191115,0.002844677,0.0008379841,0.002794574],"category_scores_gemma":[0.08728898,0.0006442309,0.0008603566,0.007844788,0.000693501,0.0006303675,0.001768964,0.001112278,0.001028383],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02103551,"about_ca_system_score_gemma":0.1073299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9503886,"about_ca_topic_score_gemma":0.9546434,"domain_scores_codex":[0.9808189,0.002263169,0.002789666,0.001542558,0.01099405,0.001591614],"domain_scores_gemma":[0.901703,0.01237665,0.009008284,0.004374491,0.06994224,0.002595297],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004706222,0.0003530934,0.8600252,0.0009489022,0.0003338275,0.0001602863,0.001541855,0.0006812373,0.000887946,0.001604329,0.08269171,0.05030109],"study_design_scores_gemma":[0.000103473,0.00005222391,0.9674196,0.0005922735,0.0001533157,0.00006570855,0.000592645,0.00146534,0.0009543462,0.0001038589,0.02844961,0.00004746686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6076598,0.002156371,0.006472885,0.004685726,0.0007087503,0.005961513,0.3346637,0.0004440369,0.03724711],"genre_scores_gemma":[0.7761241,0.001340852,0.02306077,0.002748332,0.0001163997,0.00273276,0.1887007,0.000162782,0.005013323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9876775,"threshold_uncertainty_score":0.152624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068786222271332,"score_gpt":0.420636621271505,"score_spread":0.3137579990443718,"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."}}