{"id":"W2578902175","doi":"10.3899/jrheum.160693","title":"Disease Characteristics and Rheumatoid Arthritis Development in Patients with Early Undifferentiated Arthritis: A 2-year Followup Study","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Rheumatology; Rheumatism; Synovitis; Rheumatoid factor; Arthritis; Surgery","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":[0.0006999149,0.0003366848,0.0004583874,0.0009948958,0.0004575856,0.0006041201,0.0003174746,0.0006357291,0.00101177],"category_scores_gemma":[0.002095963,0.0002428322,0.0005384075,0.0009664301,0.0002152786,0.0006115343,0.0004970697,0.000582388,0.0002785675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248537,"about_ca_system_score_gemma":0.0002300318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431651,"about_ca_topic_score_gemma":0.002319292,"domain_scores_codex":[0.9995661,0.0001089189,0.00005154646,0.00008048124,0.00008675985,0.0001060967],"domain_scores_gemma":[0.9984016,0.0002249259,0.0007932544,0.00007677644,0.0001695638,0.0003338256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000215809,0.00004693439,0.9989084,0.000004212356,0.00002646243,0.00009957836,0.00004484759,0.00001230249,0.00009405467,0.000002842183,0.0000179394,0.0005266193],"study_design_scores_gemma":[0.00001026009,0.0002014433,0.9992255,0.000002844525,0.00001866664,0.0003086684,0.00007930179,0.00005164037,0.00001993745,0.000003860991,0.00007524501,0.000002534745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99944,0.000244688,0.00003162751,0.000009783994,0.000003178119,0.000005279126,0.0001090365,0.000001010308,0.0001551915],"genre_scores_gemma":[0.9995775,0.00006411164,0.00004008153,0.00001058371,0.000008696225,0.000005351517,0.0002014727,5.390407e-7,0.00009178289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002431651,"threshold_uncertainty_score":0.00483495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009745287559676742,"score_gpt":0.2427661995665278,"score_spread":0.233020912006851,"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."}}