{"id":"W4220702344","doi":"10.1117/12.2613001","title":"3D ultrasound for diagnosis and tracking of synovitis in first carpometacarpal osteoarthritis patients","year":2022,"lang":"en","type":"article","venue":"","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Medicine; Magnetic resonance imaging; Soft tissue; Osteoarthritis; Synovitis; Radiology; Radiography; Ultrasound; Modality (human–computer interaction); Medical imaging; Computer science; Arthritis; Pathology; Internal medicine; Artificial intelligence","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":[0.0008469288,0.0002911107,0.0004292107,0.001194006,0.0001855646,0.0007022513,0.0002150874,0.0005780513,0.0008785483],"category_scores_gemma":[0.002870173,0.0002177549,0.0003961971,0.00054127,0.0001896925,0.0002678672,0.0004052325,0.0003191269,0.0003738872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769971,"about_ca_system_score_gemma":0.0002640873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177517,"about_ca_topic_score_gemma":0.002622235,"domain_scores_codex":[0.9993014,0.0002542635,0.00006499341,0.0001119198,0.0002118866,0.00005538595],"domain_scores_gemma":[0.9988496,0.0005120744,0.0002415823,0.00006156187,0.0002724897,0.00006270385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002398704,0.0005117522,0.7267345,0.0004699259,0.0001661907,0.002628706,0.001273947,0.00248826,0.08449132,0.0002060692,0.001144403,0.1774863],"study_design_scores_gemma":[0.00009926758,0.002217757,0.9217739,0.0002190182,0.0002812537,0.007285811,0.001358516,0.02803025,0.03371106,0.0002575338,0.004655454,0.0001101322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825241,0.003705673,0.01097742,0.0001596111,0.00005957001,0.0001227048,0.0005158471,0.0001790809,0.001755981],"genre_scores_gemma":[0.9832149,0.001050143,0.01469217,0.0001289438,0.00004943707,0.00007054408,0.0003023833,0.00001833019,0.0004731444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00177517,"threshold_uncertainty_score":0.004478991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424935794033217,"score_gpt":0.2502517980529836,"score_spread":0.2360024401126515,"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."}}