{"id":"W3033809365","doi":"10.1136/annrheumdis-2020-eular.4328","title":"FRI0030 MORE THAN HALF OF NEWLY DIAGNOSED RA PATIENTS ARE NOT CONVINCED OF THE NECESSITY OF RA MEDICINES: ASSOCIATIONS WITH RA CHARACTERISTICS, SYMPTOMS, AND FUNCTION IN THE CANADIAN EARLY ARTHRITIS COHORT (CATCH)","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Western University; Université Laval; Southlake Regional Health Center; University of Manitoba; McGill University; University of Calgary; University of Toronto","funders":"Merck Canada; Celgene; Amgen Canada; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Cohort; Internal medicine; Depression (economics); Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007258733,0.0005597552,0.0005412726,0.001303193,0.002412061,0.001434514,0.001586962,0.001047143,0.006442502],"category_scores_gemma":[0.001915802,0.0005381761,0.0009890265,0.003224113,0.0004634006,0.0005262347,0.0007574834,0.001693595,0.0007878431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007670272,"about_ca_system_score_gemma":0.01448878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801806,"about_ca_topic_score_gemma":0.9868355,"domain_scores_codex":[0.9989016,0.00005072421,0.00004867147,0.0001462553,0.0004767633,0.0003758532],"domain_scores_gemma":[0.9981693,0.00007385272,0.000448933,0.0001004082,0.0006295308,0.0005779117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009930515,0.00003842598,0.9902799,0.00002880919,0.0000942336,0.00006629467,0.0002552118,0.00004265505,0.0002262498,0.0001193455,0.006156441,0.00259314],"study_design_scores_gemma":[0.000008078008,0.00001225471,0.9978232,0.00001649507,0.0000256854,0.00004577979,0.000307151,0.0000566132,0.00001834669,0.00001981646,0.001659176,0.000007370249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504731,0.00171403,0.0001654852,0.001816854,0.0001310384,0.00006693621,0.03524992,0.00005162371,0.01033097],"genre_scores_gemma":[0.981553,0.000918299,0.0002357251,0.0007021538,0.00004567867,0.00004435028,0.01085706,0.00001987436,0.005623896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01981944,"threshold_uncertainty_score":0.05565196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550752487554442,"score_gpt":0.3165521496480906,"score_spread":0.2810446247725462,"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."}}