{"id":"W2081071731","doi":"10.1002/art.24991","title":"Getting them even earlier: Identifying individuals before clinical presentation with rheumatoid arthritis","year":2009,"lang":"en","type":"letter","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Rheumatoid arthritis; Medicine; Presentation (obstetrics); Arthritis; Internal medicine; Dermatology; Physical therapy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001199475,0.0006639722,0.001171917,0.0007884105,0.002022112,0.00172994,0.0006854094,0.01046688,0.002672252],"category_scores_gemma":[0.006700311,0.0003088217,0.0003377055,0.0006122969,0.001209434,0.003207844,0.000673513,0.006808479,0.002684388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460935,"about_ca_system_score_gemma":0.001350107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00359866,"about_ca_topic_score_gemma":0.007327848,"domain_scores_codex":[0.9989089,0.0004890538,0.0001126863,0.0001114314,0.0002025957,0.0001753964],"domain_scores_gemma":[0.9985802,0.0007361442,0.0001503361,0.00004237429,0.0002368984,0.0002540431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007481953,0.0006026269,0.09184982,0.0004475102,0.0000601726,0.1245381,0.001874603,0.0002293975,0.003746528,0.005506677,0.5991471,0.1712493],"study_design_scores_gemma":[0.0009079443,0.002225935,0.1252357,0.004354549,0.0002912572,0.4280121,0.01166439,0.003080861,0.00209692,0.04303939,0.3788358,0.0002550766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05819304,0.01659975,0.001106104,0.8903965,0.009277798,0.0001694759,0.0001718511,0.0001233275,0.02396213],"genre_scores_gemma":[0.2834031,0.02309449,0.004477238,0.6352283,0.0437239,0.0002036708,0.0001419888,0.00004733183,0.009680085],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01046688,"threshold_uncertainty_score":0.01059991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697187433481433,"score_gpt":0.3884233394829416,"score_spread":0.3187045961347982,"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."}}