{"id":"W4376276280","doi":"10.1053/j.sart.2023.04.006","title":"Analysis on revision rates of shoulder arthroplasty at a single referral center in Canada","year":2023,"lang":"en","type":"article","venue":"Seminars in Arthroplasty JSES","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Arthroplasty; Confidence interval; Odds ratio; Avascular necrosis; Surgery; Implant; Cohort; Population; Internal medicine; Femoral head","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":[0.0009270726,0.000583715,0.001002221,0.003844548,0.00256392,0.002167807,0.00251344,0.001057141,0.003962506],"category_scores_gemma":[0.006146181,0.0008152537,0.001828776,0.00843305,0.0008675936,0.0006511863,0.001270154,0.001225515,0.0003603582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03712785,"about_ca_system_score_gemma":0.04069065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869568,"about_ca_topic_score_gemma":0.9922493,"domain_scores_codex":[0.9966133,0.0002795006,0.0004146089,0.0004086971,0.001065918,0.001217893],"domain_scores_gemma":[0.9890001,0.0008379241,0.002355616,0.0002514263,0.005315093,0.002239859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009276,0.00002596034,0.9966549,0.00003170742,0.0001057359,0.0001379981,0.0002032615,0.0001340121,0.00006375865,0.00005434056,0.0006786202,0.001808692],"study_design_scores_gemma":[0.00001263007,0.00003367778,0.9976622,0.00003692272,0.00005406264,0.0001756308,0.001338839,0.0003786685,0.0000324604,0.00001235413,0.0002492318,0.00001325259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910376,0.001356638,0.0001172018,0.0003942065,0.00001924858,0.0000583629,0.004909155,0.0000211131,0.002086534],"genre_scores_gemma":[0.9966019,0.0006965358,0.0001356185,0.0001384635,0.00001194125,0.00001508183,0.001768886,0.00001199195,0.0006194932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03712785,"threshold_uncertainty_score":0.2693827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459223195602521,"score_gpt":0.3164372948320383,"score_spread":0.281845062876013,"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."}}