{"id":"W4286500321","doi":"10.1177/17585732221114816","title":"Subscapularis management in anatomic total shoulder arthroplasty: A systematic review and network meta-analysis","year":2022,"lang":"en","type":"review","venue":"Shoulder & Elbow","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tenotomy; Medicine; Osteotomy; Arthroplasty; Surgery; Meta-analysis; Elbow; Tendon; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001686983,0.001461786,0.01670033,0.001431413,0.000219731,0.00009574949,0.0003359722,0.0004305844,0.006528076],"category_scores_gemma":[0.00005969829,0.001025717,0.005571352,0.004026902,0.000104445,0.0001154645,0.0004921615,0.001243569,0.00006464918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687207,"about_ca_system_score_gemma":0.0002113568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004854274,"about_ca_topic_score_gemma":0.00009480558,"domain_scores_codex":[0.9924262,0.001256516,0.00254484,0.001704365,0.001106511,0.0009615883],"domain_scores_gemma":[0.9961621,0.000391474,0.0008981607,0.002137362,0.00004697805,0.0003639287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000125005,0.0003097874,0.00002075592,0.6346897,0.3508455,0.001211472,0.00003991379,0.00001728318,3.418777e-9,0.0002446055,0.001927931,0.01068063],"study_design_scores_gemma":[0.000406689,0.0001040909,0.000006551382,0.01935297,0.7561082,0.0005202198,0.00005456822,0.00001611793,4.854087e-8,0.00003393838,0.2227833,0.0006133108],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002014187,0.9870872,0.00005655571,0.0003584402,0.0001917522,0.01070115,0.0001460548,0.0001220057,0.001334799],"genre_scores_gemma":[0.00006691864,0.9846091,0.0003528289,0.001304381,0.00008114551,0.007313446,0.0009911426,0.0001833305,0.005097698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6153367,"threshold_uncertainty_score":0.9998131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105799022208042,"score_gpt":0.3825414418205196,"score_spread":0.2767424196124776,"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."}}