{"id":"W4220974384","doi":"10.1016/j.joca.2022.02.398","title":"THREE-DIMENSIONAL ULTRASOUND FOR ASSESSMENT OF SYNOVITIS IN CARPOMETACARPAL OSTEOARTHRITIS PATIENTS.","year":2022,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Synovitis; Osteoarthritis; Medicine; Ultrasound; Radiology; Orthodontics; Internal medicine; Arthritis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007840116,0.000304,0.0003457068,0.0009766727,0.0002045254,0.0004117829,0.0002788031,0.0007325156,0.001166835],"category_scores_gemma":[0.002575944,0.0001691304,0.0002106811,0.0004321428,0.0002398885,0.0003099148,0.0002952283,0.0002913406,0.0003189761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529201,"about_ca_system_score_gemma":0.0002606497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280684,"about_ca_topic_score_gemma":0.004028221,"domain_scores_codex":[0.9996239,0.0001783113,0.00004986499,0.00002991732,0.0000814389,0.00003664024],"domain_scores_gemma":[0.9993814,0.0002497321,0.000098171,0.00002668693,0.000139956,0.0001040134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007553163,0.0007189049,0.8413228,0.0004365651,0.000175896,0.003263804,0.0006517194,0.0004991631,0.03817411,0.0001283494,0.001689403,0.1053862],"study_design_scores_gemma":[0.0003028375,0.00277692,0.9812838,0.0001163359,0.0001750335,0.007224204,0.0009910553,0.002372803,0.003182649,0.0001340624,0.001384343,0.00005593452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865036,0.007859216,0.001179742,0.000325879,0.0000548403,0.0001707226,0.0003218708,0.00003641479,0.003547731],"genre_scores_gemma":[0.9968461,0.001185669,0.001327143,0.00009811929,0.00003050097,0.00007837432,0.000102811,0.000002488862,0.0003287285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002280684,"threshold_uncertainty_score":0.0045349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722292609602777,"score_gpt":0.2627909847344703,"score_spread":0.2455680586384425,"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."}}