{"id":"W3154557667","doi":"10.1016/j.jse.2021.04.001","title":"Effectiveness of radiographs and computed tomography in evaluating primary elbow osteoarthritis","year":2021,"lang":"en","type":"article","venue":"Journal of Shoulder and Elbow Surgery","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Moncton Hospital; Hand and Upper Limb Clinic; St Joseph's Health Care; Université Laval","funders":"","keywords":"Medicine; Elbow; Osteoarthritis; Radiography; Computed tomography; Tomography; Orthodontics; Radiology; Nuclear medicine; Pathology","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":[0.001329705,0.0001584141,0.0008572114,0.0005578193,0.00004203415,0.00002009488,0.00002662839,0.00009817809,0.00001362729],"category_scores_gemma":[0.00008337644,0.0001299949,0.0002784228,0.0005091731,0.000118439,0.0001336865,0.00002816125,0.0002481931,1.037017e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002901319,"about_ca_system_score_gemma":0.0001760393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001265416,"about_ca_topic_score_gemma":0.000004203235,"domain_scores_codex":[0.9984341,0.0002423367,0.0005968756,0.0001798204,0.0003435582,0.0002032584],"domain_scores_gemma":[0.9983516,0.0008877301,0.000209497,0.000119963,0.0002683601,0.0001628395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007146457,0.000355484,0.8736032,0.0009484781,0.0002751465,0.0009646893,0.0002221326,0.000007995001,0.01214531,0.00002078242,0.00006594355,0.1106762],"study_design_scores_gemma":[0.00346005,0.0006363505,0.9813299,0.002574991,0.0002403162,0.002432318,0.000171965,0.00002354287,0.008654296,0.0003099386,0.00005022526,0.0001161404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697127,0.02945866,0.0001057082,0.0001306184,0.0001786523,0.000145569,0.000005535421,0.000006789809,0.0002557947],"genre_scores_gemma":[0.9963161,0.002193292,0.001306473,0.00008026568,0.00006173976,0.000003838998,0.00001344082,0.0000159995,0.000008823843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.11056,"threshold_uncertainty_score":0.5301037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453353816245852,"score_gpt":0.2904675996619349,"score_spread":0.2659340614994763,"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."}}