{"id":"W7099849273","doi":"","title":"British Society for Rheumatology Biologics Register Control Centre Consortium, A. J. Silman,","year":2007,"lang":"en","type":"article","venue":"","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rheumatology; Rheumatoid arthritis; Incidence (geometry); Cohort; Observational study; Arthritis; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002899475,0.0002995835,0.0006636417,0.00169999,0.0005802678,0.0008522808,0.00073711,0.0005700975,0.01859088],"category_scores_gemma":[0.01464981,0.0003425638,0.0002311692,0.002629266,0.0003133833,0.0003890032,0.0004288807,0.000760957,0.003511323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322794,"about_ca_system_score_gemma":0.003107649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0549885,"about_ca_topic_score_gemma":0.06719097,"domain_scores_codex":[0.9962044,0.001306807,0.0005051217,0.0004518557,0.001234707,0.0002971154],"domain_scores_gemma":[0.9880554,0.002632319,0.002088821,0.0007310765,0.005459605,0.00103286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002083749,0.0001313492,0.2613707,0.001033741,0.0002451121,0.0004265635,0.0003822694,0.0001973307,0.001140629,0.001508524,0.5221218,0.2093582],"study_design_scores_gemma":[0.001258182,0.0002132454,0.6777343,0.0008045059,0.0002888363,0.001354631,0.0003445192,0.0007828982,0.0006881493,0.0007223396,0.3157644,0.00004391851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.2671432,0.1428565,0.0137026,0.1931677,0.01475974,0.001702558,0.2214844,0.0009959824,0.1441874],"genre_scores_gemma":[0.6945658,0.03500164,0.01197988,0.009419303,0.005523025,0.001248016,0.07204542,0.0003817995,0.1698352],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9814091,"threshold_uncertainty_score":0.1093369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177799835921074,"score_gpt":0.2183812139331001,"score_spread":0.1966032155738894,"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."}}