{"id":"W3152957439","doi":"10.3899/jrheum.201331","title":"Transition Between Treatments: What We Need to Know","year":2021,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antirheumatic drugs; Disease; Intensive care medicine; Rheumatology; Cohort; Orphan drug; Physical therapy; Internal medicine; Antirheumatic Agents; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02342148,0.001778445,0.006600562,0.003559688,0.003966569,0.01557316,0.006089308,0.01713761,0.04033359],"category_scores_gemma":[0.09949111,0.001222917,0.003148503,0.003124755,0.007771629,0.03512732,0.005158451,0.03344106,0.01197829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009508909,"about_ca_system_score_gemma":0.02249861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009040347,"about_ca_topic_score_gemma":0.01464325,"domain_scores_codex":[0.9841595,0.006931921,0.00234473,0.001561497,0.003630974,0.001371421],"domain_scores_gemma":[0.8367904,0.1208836,0.006013338,0.003428764,0.0191746,0.01370931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002881464,0.000369342,0.001978915,0.01095098,0.0002917429,0.0005487996,0.0007395718,0.0003945665,0.0001030956,0.0167908,0.4635227,0.5040213],"study_design_scores_gemma":[0.0001850302,0.0002312631,0.001909479,0.06332573,0.0003150637,0.001257523,0.005207381,0.0004662541,0.0001118275,0.1066745,0.8200941,0.0002219774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005424495,0.461558,0.00199923,0.5136371,0.0167539,0.0000972002,0.0005259617,0.0001823211,0.004703735],"genre_scores_gemma":[0.01260441,0.5767323,0.009742076,0.347638,0.04868345,0.000537764,0.001196765,0.0001827862,0.002682386],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04033359,"threshold_uncertainty_score":0.1349294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695775966765598,"score_gpt":0.2989966276261171,"score_spread":0.2720388679584611,"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."}}