{"id":"W1773435727","doi":"","title":"What else can I do but take drugs? The future of research in nonpharmacological treatment in early inflammatory arthritis.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Medicine; Psychological intervention; Alternative medicine; Rehabilitation; Physical therapy; Arthritis; Multidisciplinary approach; Intensive care medicine; Nursing; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002182544,0.0001773612,0.0004350378,0.0004707384,0.00008673407,0.00006672873,0.0002699833,0.0001886123,0.0001362366],"category_scores_gemma":[0.0000715895,0.0001167671,0.0001049167,0.0006861796,0.0003940478,0.0002917288,0.0001135328,0.0008062097,0.00003565968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702065,"about_ca_system_score_gemma":0.0003219388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002138429,"about_ca_topic_score_gemma":0.001056506,"domain_scores_codex":[0.9969889,0.0004548564,0.0005858724,0.000329758,0.0007508073,0.0008898096],"domain_scores_gemma":[0.9989729,0.0002096163,0.00007311207,0.0004311619,0.0001322565,0.0001809696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006137601,0.0005965963,0.06519104,0.00006011499,0.00004461008,0.0003470887,0.004600594,0.00001922011,0.0002846516,0.0001787395,0.0004705192,0.9275931],"study_design_scores_gemma":[0.005788802,0.0002137614,0.9097045,0.0001231685,0.000009449721,0.00001972564,0.009702585,0.00004523678,0.002314268,0.0001223297,0.07181508,0.0001410698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661626,0.01639681,9.847498e-8,0.01214463,0.0001433877,0.002607082,0.00000481199,0.00002447259,0.002516085],"genre_scores_gemma":[0.9810462,0.01331818,0.000009730276,0.0002094117,0.0003640443,0.003279825,0.000007275894,0.00002170169,0.001743635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.927452,"threshold_uncertainty_score":0.4761622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03878913845448997,"score_gpt":0.3250629711148861,"score_spread":0.2862738326603962,"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."}}