{"id":"W1573727057","doi":"10.1002/acr.21923","title":"Predictors of Pain for Patients With Early Inflammatory Polyarthritis","year":2012,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Coping (psychology); Medicine; Psychosocial; Pain catastrophizing; Physical therapy; Chronic pain; Depression (economics); Rheumatoid arthritis; Disease; Internal medicine; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005020191,0.0003736531,0.0003549808,0.0004503418,0.0003416251,0.0005121192,0.0002467209,0.0005661225,0.002212991],"category_scores_gemma":[0.003160955,0.0001998373,0.0003613631,0.0005275556,0.0002126498,0.0004178693,0.0003719229,0.0009965926,0.0002692942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379156,"about_ca_system_score_gemma":0.0003103281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391187,"about_ca_topic_score_gemma":0.00216136,"domain_scores_codex":[0.9996865,0.00009791975,0.00003163915,0.00003892862,0.00007826345,0.00006676745],"domain_scores_gemma":[0.9980249,0.0004912012,0.001019194,0.00003025103,0.0001287147,0.0003056246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008761806,0.00003986506,0.9983528,0.00001411454,0.00001671942,0.00006200933,0.0000193967,0.00004021003,0.00008021575,0.000003505007,0.00006418343,0.001219399],"study_design_scores_gemma":[0.000009678663,0.0001556896,0.9991172,0.00001410152,0.00001950679,0.0003384332,0.00007314584,0.0001744022,0.00002005905,0.00001008378,0.00006510728,0.000002652014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979955,0.001188781,0.0001103228,0.0001857534,0.00001415433,0.00001204002,0.0001882489,0.000004563892,0.0003005929],"genre_scores_gemma":[0.9993359,0.0002180526,0.0001146745,0.00002748192,0.00002197876,0.000008721937,0.0001760404,9.233948e-7,0.00009628076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212991,"threshold_uncertainty_score":0.007403255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431042588375144,"score_gpt":0.2883174481254761,"score_spread":0.2740070222417247,"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."}}