{"id":"W2592566075","doi":"10.1177/0363546517691950","title":"Risk Factors for Revision Surgery After Superior Labral Anterior-Posterior Repair: A National Perspective","year":2017,"lang":"en","type":"article","venue":"The American Journal of Sports Medicine","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Current Procedural Terminology; Surgery; Concomitant; Biceps; Logistic regression; Odds ratio; Internal medicine","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":[0.0007647896,0.0001267938,0.0003082293,0.001199807,0.000363726,0.0005992868,0.0003447861,0.0005705242,0.001888405],"category_scores_gemma":[0.002682641,0.0001433826,0.0004858991,0.00120143,0.0003007367,0.0006191319,0.0004719869,0.0006402084,0.000151212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004710486,"about_ca_system_score_gemma":0.0006495211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009718737,"about_ca_topic_score_gemma":0.0139951,"domain_scores_codex":[0.9992282,0.0001988127,0.0001178419,0.0001468309,0.0001755234,0.0001327902],"domain_scores_gemma":[0.996197,0.0006899904,0.002223536,0.0001114374,0.0003717662,0.0004062032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000258426,0.00003206724,0.9961677,0.00005879721,0.00006773031,0.0001707177,0.00007283907,0.00002749629,0.00005218566,0.0000562672,0.0004040942,0.002864335],"study_design_scores_gemma":[0.000003642833,0.00004071464,0.9976417,0.0001116553,0.00005806153,0.0009582913,0.0004653739,0.0001046185,0.00002017761,0.00005871715,0.0005311423,0.00000599112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848097,0.008008109,0.0001892141,0.002384469,0.00004745743,0.0000135584,0.002075295,0.000006066162,0.002466207],"genre_scores_gemma":[0.9948605,0.003870059,0.0001515647,0.0003119436,0.00008238822,0.00001028882,0.0006373004,0.000001624649,0.00007419725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009718737,"threshold_uncertainty_score":0.01932436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584169357168587,"score_gpt":0.3419979781623678,"score_spread":0.316156284590682,"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."}}