{"id":"W3155145136","doi":"10.1016/j.jcot.2021.04.015","title":"Primary total elbow arthroplasty","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Orthopaedics and Trauma","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Sturgeon Community Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Elbow; Implant; Arthroplasty; Osteoarthritis; Surgery; Humerus; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008072014,0.000145819,0.0007925867,0.00005969472,0.00005722259,0.00002648878,0.00003338889,0.0001662751,0.0001613802],"category_scores_gemma":[0.0003274725,0.0001007995,0.0006658672,0.0001177304,0.0001596142,0.00009525137,0.00003451774,0.0006255766,0.000009493926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001895506,"about_ca_system_score_gemma":0.0004057752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001301442,"about_ca_topic_score_gemma":0.000004886203,"domain_scores_codex":[0.9978408,0.00007861617,0.001249359,0.0001931636,0.000441745,0.0001963296],"domain_scores_gemma":[0.9982358,0.0003326301,0.0003747221,0.0001760049,0.0003535218,0.0005273363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006608957,0.001405754,0.41687,0.00007629506,0.0005479222,0.004662278,0.0000750968,0.000001579008,0.00003835477,0.0005430939,0.001156693,0.5739621],"study_design_scores_gemma":[0.007660409,0.002425266,0.9474549,0.0002071848,0.0005037293,0.007274291,0.0001110411,0.00002293041,0.0001050842,0.0003512691,0.03376703,0.0001168095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861352,0.003531801,0.0001728076,0.002391619,0.0007781839,0.00007219304,0.000007072498,0.00001040782,0.006900728],"genre_scores_gemma":[0.9877217,0.003469751,0.005308602,0.001042605,0.001198788,6.937098e-7,0.00001095307,0.00001846124,0.00122845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5738453,"threshold_uncertainty_score":0.4110486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04757207034274125,"score_gpt":0.3572200332723918,"score_spread":0.3096479629296505,"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."}}