{"id":"W2914147322","doi":"10.3899/jrheum.181064","title":"Validity and Responsiveness of Combined Inflammation and Combined Joint Damage Scores Based on the OMERACT Rheumatoid Arthritis MRI Scoring System (RAMRIS)","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Joint (building); Arthritis; Inflammation; Internal medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.06708245,0.001395722,0.001972314,0.002685498,0.0003028882,0.001333835,0.001018673,0.0009728608,0.001343452],"category_scores_gemma":[0.1085996,0.0004368043,0.003483539,0.001534488,0.001208759,0.001430062,0.002454769,0.00115878,0.0005636745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005640516,"about_ca_system_score_gemma":0.0006581111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006271905,"about_ca_topic_score_gemma":0.0005132493,"domain_scores_codex":[0.9398117,0.03966564,0.004186114,0.00486441,0.01072078,0.0007512554],"domain_scores_gemma":[0.8839092,0.07802814,0.02219227,0.007409029,0.007292573,0.001168911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01361604,0.0003834022,0.9033929,0.0007974021,0.01485061,0.00007503122,0.0004901795,0.006559498,0.001751594,0.0003674746,0.0009300539,0.05678583],"study_design_scores_gemma":[0.002400322,0.01028615,0.9575859,0.0003345528,0.00456027,0.0003963473,0.0002072583,0.0187655,0.002020128,0.001560093,0.001737911,0.0001454958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728026,0.006099229,0.01420321,0.0002541935,0.0001761723,0.0008750188,0.001673452,0.0001349359,0.003781273],"genre_scores_gemma":[0.9933442,0.0003515911,0.00426155,0.00008615782,0.00009401941,0.0004562133,0.001120165,0.00003230275,0.000253721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06708245,"threshold_uncertainty_score":0.3547701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797360070967033,"score_gpt":0.2515548058490936,"score_spread":0.2335812051394233,"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."}}