{"id":"W1566630846","doi":"10.1002/9781444345100.ch30","title":"Total Shoulder Replacement vs. Hemiarthroplasty in the Treatment of Shoulder Osteoarthritis","year":2011,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Osteoarthritis; Medicine; Arthroplasty; Physical therapy; Surgery; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004333479,0.0008173388,0.001228814,0.0004919104,0.00007619325,0.00002804098,0.0002306431,0.00065085,0.007999995],"category_scores_gemma":[0.0001217081,0.0005300356,0.0005482349,0.0004933892,0.0003757717,0.00008884766,0.00003974612,0.0004344867,0.0001069148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994356,"about_ca_system_score_gemma":0.0007603915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008529551,"about_ca_topic_score_gemma":0.001118128,"domain_scores_codex":[0.9961671,0.0002914204,0.0008884565,0.0009069549,0.001128222,0.0006178355],"domain_scores_gemma":[0.9971612,0.0003775342,0.0004779943,0.001652539,0.0001036838,0.000227026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008727379,0.01347356,0.2784067,0.001960304,0.001532708,0.004253404,0.003835316,0.00006551838,0.00005629958,0.0003186683,0.4977919,0.1895782],"study_design_scores_gemma":[0.0123769,0.02402499,0.008114328,0.006702886,0.002897667,0.0002693057,0.0004281187,0.00003884263,0.003004484,0.00001916732,0.9411657,0.0009576114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1409948,0.2317098,0.001714516,0.0135041,0.006648958,0.03002942,0.001505355,0.001371415,0.5725217],"genre_scores_gemma":[0.326777,0.04039625,0.003550796,0.004556376,0.003179008,0.003133183,0.001030541,0.001663733,0.6157131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4433737,"threshold_uncertainty_score":0.9997151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05664675178071334,"score_gpt":0.3218739798803442,"score_spread":0.2652272280996309,"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."}}