{"id":"W4388129329","doi":"10.3899/jrheum.2023-0402","title":"Use of Coordinator Role Improves Access to Rheumatologic Advanced Therapy","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Pfizer Canada; Pfizer; Eli Lilly and Company","keywords":"Medicine; Checklist; Physical therapy; Intervention (counseling); Manual therapy; Emergency medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.009264454,0.0003239012,0.0002728959,0.0006831162,0.0007082752,0.001475913,0.0006095716,0.0003613266,0.0121897],"category_scores_gemma":[0.03479305,0.0001817956,0.0003254212,0.0003503855,0.000420239,0.001120126,0.001693838,0.0006818001,0.001209337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008777,"about_ca_system_score_gemma":0.004557305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054344,"about_ca_topic_score_gemma":0.001545563,"domain_scores_codex":[0.9909835,0.006323173,0.0005220275,0.0005589455,0.001094398,0.0005179789],"domain_scores_gemma":[0.9725102,0.01033872,0.007590166,0.00152706,0.002923207,0.005110623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001136314,0.00510035,0.6305012,0.0007588426,0.0001055617,0.0005451661,0.004333236,0.001180519,0.002805136,0.001566678,0.0171443,0.3348227],"study_design_scores_gemma":[0.001329284,0.01224317,0.8796519,0.001472636,0.0002524479,0.004287714,0.008845039,0.006258067,0.005406508,0.001941572,0.07818843,0.0001231856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939851,0.001997554,0.0222704,0.005682604,0.0004051694,0.00093819,0.0005357407,0.0008380563,0.02748139],"genre_scores_gemma":[0.9846182,0.0006516998,0.01095961,0.0003663166,0.0001153623,0.0003170237,0.000219022,0.0000428597,0.002709973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121897,"threshold_uncertainty_score":0.04899567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04311872689014152,"score_gpt":0.3300565364337608,"score_spread":0.2869378095436192,"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."}}