{"id":"W1607848151","doi":"10.1002/9781444345100.ch31","title":"Cemented vs. Uncemented Fixation in Shoulder Arthroplasty","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":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Arthroplasty; Osteoarthritis; Medicine; Implant; Fixation (population genetics); Physical therapy; Surgery","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":[0.0003734948,0.0006175616,0.000777902,0.0008163548,0.00005875454,0.00002543482,0.0001397271,0.0005910641,0.02294887],"category_scores_gemma":[0.0002745657,0.0005246266,0.0002254991,0.000621954,0.0001688657,0.0001278611,0.00005849212,0.0005753547,0.0006125048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002909246,"about_ca_system_score_gemma":0.0007823405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007030253,"about_ca_topic_score_gemma":0.001153583,"domain_scores_codex":[0.9969985,0.0001643012,0.0006608381,0.000808089,0.0008345891,0.0005336964],"domain_scores_gemma":[0.9982041,0.0001309971,0.0004236528,0.000862075,0.0001172816,0.0002618679],"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":[0.001962494,0.001781603,0.2900475,0.001035985,0.0005168132,0.0009792249,0.0001678132,0.0000352659,0.00004081834,0.0001793596,0.682221,0.02103212],"study_design_scores_gemma":[0.006370816,0.001966126,0.01677442,0.009601322,0.001352793,0.00002139432,0.00005887106,0.0003281355,0.0007445946,0.00002237489,0.9619674,0.0007917296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01419597,0.03701833,0.01812656,0.009939241,0.007083294,0.01585118,0.0006005014,0.002655153,0.8945298],"genre_scores_gemma":[0.08108274,0.007201927,0.00384505,0.005994949,0.001352395,0.0007581484,0.00189581,0.001105526,0.8967634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2797464,"threshold_uncertainty_score":0.9997205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07523039459483688,"score_gpt":0.3285922309533549,"score_spread":0.2533618363585181,"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."}}