{"id":"W3013279810","doi":"10.5435/jaaos-d-19-00635","title":"Risk Factors for Re-Revision Surgery in Shoulder Arthroplasty","year":2020,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada); Dillon Consulting","funders":"","keywords":"Medicine; Arthroplasty; Surgery; Body mass index; 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":[0.0005578506,0.0002724552,0.0002574781,0.0008119453,0.0002428875,0.0005292681,0.0003362269,0.0002641404,0.002765241],"category_scores_gemma":[0.003902904,0.0001525455,0.0006040014,0.0007627887,0.0001664233,0.0003097529,0.0004023235,0.0006822476,0.0002949014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528713,"about_ca_system_score_gemma":0.0005473188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730559,"about_ca_topic_score_gemma":0.00314283,"domain_scores_codex":[0.9993404,0.0001023279,0.0001213813,0.0001025757,0.0002297986,0.0001035788],"domain_scores_gemma":[0.9961053,0.000437867,0.002556177,0.000122455,0.0003927836,0.000385359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003522813,0.00001256692,0.9968935,0.00003226731,0.00005285899,0.0001008342,0.00002388295,0.00003829956,0.00006536614,0.00001052949,0.0002233961,0.00251117],"study_design_scores_gemma":[0.000002827013,0.00005376188,0.997243,0.00004007221,0.00004447064,0.001751678,0.00009103114,0.0002065246,0.00005886977,0.000035058,0.0004676469,0.000005003463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919761,0.004368332,0.0003672284,0.0004163569,0.00005390431,0.00002142689,0.001209083,0.00002945633,0.001558077],"genre_scores_gemma":[0.9985285,0.0006288607,0.0001463252,0.00003789169,0.00004591476,0.000008426749,0.0004471595,0.000002873753,0.0001540283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002765241,"threshold_uncertainty_score":0.009250641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199461341853082,"score_gpt":0.3350201045634902,"score_spread":0.2830254911449593,"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."}}