{"id":"W4366816179","doi":"10.1002/art.42527","title":"The Natural Sequence in Which Subclinical Inflamed Joint Tissues Subside or Progress to Rheumatoid Arthritis: A Study of Serial <scp>MRIs</scp> in the <scp>TREAT EARLIER</scp> Trial","year":2023,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ZonMw; European Commission; Arthritis Society; Dutch Arthritis Society","keywords":"Medicine; Synovitis; Tenosynovitis; Osteitis; Rheumatoid arthritis; Subclinical infection; Arthritis; Osteoarthritis; Surgery; Internal medicine; Pathology; Osteomyelitis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006158937,0.0003768927,0.001108054,0.0002090833,0.0003508909,0.0005001992,0.0002630228,0.0006436126,0.001156348],"category_scores_gemma":[0.004894474,0.0003237848,0.0007170748,0.000248634,0.0005930015,0.0006077057,0.0002807054,0.001089962,0.0001734872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002367336,"about_ca_system_score_gemma":0.0004999089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004751828,"about_ca_topic_score_gemma":0.0008931464,"domain_scores_codex":[0.9980043,0.001404356,0.0001220906,0.0001903939,0.000161096,0.000117899],"domain_scores_gemma":[0.9958056,0.001710157,0.001514246,0.0003189618,0.0001830501,0.0004678809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7698815,0.01089675,0.148835,0.0007581288,0.003114335,0.0002938049,0.0004660728,0.001511684,0.01382097,0.0002663202,0.000534687,0.04962066],"study_design_scores_gemma":[0.1094886,0.3441325,0.5348641,0.00009660487,0.001941082,0.0005086916,0.0001958472,0.004352338,0.002108273,0.0004689032,0.001769678,0.00007340639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985085,0.000901176,0.0001432459,0.00006033097,0.0000110897,0.00009309758,0.00005176065,0.000004568063,0.0002262499],"genre_scores_gemma":[0.9989396,0.0002489391,0.0001803227,0.00008186077,0.0000398702,0.0001141728,0.0001617684,0.000002051468,0.0002313381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006158937,"threshold_uncertainty_score":0.03257191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826768065945775,"score_gpt":0.3379196075026243,"score_spread":0.2996519268431666,"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."}}