{"id":"W3183966931","doi":"10.5435/jaaosglobal-d-21-00146","title":"Surgical Complications After Reverse Total Shoulder Arthroplasty and Total Shoulder Arthroplasty in the United States","year":2021,"lang":"en","type":"article","venue":"JAAOS Global Research and Reviews","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Arthroplasty; Complication; Surgery; Demographics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009912894,0.0002409356,0.0004829766,0.0001023263,0.0002462095,0.0001141342,0.00006172741,0.0001341861,0.0003761606],"category_scores_gemma":[0.0002931703,0.0001395044,0.0001133363,0.001065654,0.0005155366,0.00009793971,0.0001832726,0.0005726149,0.00006251796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009876962,"about_ca_system_score_gemma":0.0001556593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587755,"about_ca_topic_score_gemma":0.000365365,"domain_scores_codex":[0.9971911,0.0007266733,0.0004448479,0.000540751,0.0005305717,0.0005660658],"domain_scores_gemma":[0.9984947,0.0003551803,0.00004458796,0.000513715,0.0002454341,0.0003463252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003453525,0.007667015,0.5970585,0.002128719,0.0007132577,0.01222988,0.00310729,0.00002885792,0.0001583493,0.01064849,0.1376186,0.2251875],"study_design_scores_gemma":[0.002919537,0.0007458407,0.3021846,0.000491317,0.0001326616,0.003808645,0.00146805,0.0001761278,0.00004614579,0.0007619737,0.6870142,0.0002508682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941992,0.04058812,0.00003370392,0.0130763,0.00007643225,0.001465108,0.0001344079,0.00002120593,0.002612682],"genre_scores_gemma":[0.9304338,0.06465343,0.0004390973,0.001464963,0.0001765761,0.0005127481,0.0003965526,0.00001957163,0.001903339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5493956,"threshold_uncertainty_score":0.5688824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09445741287421491,"score_gpt":0.4221781021242137,"score_spread":0.3277206892499988,"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."}}