{"id":"W1489311713","doi":"","title":"Multidisciplinaire richtlijn \"Verantwoord gebruik van biologicals\"","year":2011,"lang":"nl","type":"article","venue":"University of Twente Research Information","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Guideline; Psoriatic arthritis; Psoriasis; Ulcerative colitis; Rheumatoid arthritis; Ankylosing spondylitis; Uveitis; Dermatology; Juvenile rheumatoid arthritis; Inflammatory bowel disease; Immunology; Immune system; Arthritis; Disease; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002054816,0.0001724992,0.0003531298,0.0003662597,0.0007443061,0.00002601835,0.0004395087,0.0002130877,0.005300107],"category_scores_gemma":[0.0006825697,0.0001564617,0.0001620424,0.0006059969,0.0007758093,0.001667047,0.0007578445,0.0008579899,0.004693481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338689,"about_ca_system_score_gemma":0.0001642394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165445,"about_ca_topic_score_gemma":0.00003889162,"domain_scores_codex":[0.9976026,0.0003814399,0.0003637309,0.0001935596,0.0008057205,0.0006528823],"domain_scores_gemma":[0.9977412,0.0004014958,0.000291991,0.0003070481,0.0008855546,0.0003727335],"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":[0.0328828,0.004750435,0.1540904,0.006565676,0.003679353,0.0005097018,0.1065188,0.0000527276,0.001665397,0.01679673,0.2028279,0.4696601],"study_design_scores_gemma":[0.004901352,0.001975271,0.1212509,0.0004922532,0.0002887762,0.00001201998,0.05020822,0.005227629,0.0008002542,0.000509363,0.8139844,0.0003496052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3723569,0.002166423,0.001720717,0.005063608,0.0006184451,0.00181914,0.0002119937,0.0001074717,0.6159353],"genre_scores_gemma":[0.9836642,0.01241202,0.000653918,0.00008676355,0.00007182737,5.626488e-7,0.00005790756,0.00000579304,0.00304704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6128883,"threshold_uncertainty_score":0.9960815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2460807037625911,"score_gpt":0.3937413234265455,"score_spread":0.1476606196639544,"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."}}