{"id":"W4406547043","doi":"10.1016/s1541-9800(06)71297-2","title":"10.1016/s1541-9800(06)71297-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tocilizumab; Medicine; Internal medicine; Rheumatoid arthritis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002044845,0.0001553125,0.0004318667,0.00005511717,0.00009015442,0.000006560224,0.00009164269,0.00009540487,0.99724],"category_scores_gemma":[0.000235483,0.0001312092,0.00009730795,0.0001529854,0.0000576907,0.00003281438,0.000047171,0.0001486241,0.9968905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005909968,"about_ca_system_score_gemma":0.00003158765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000370113,"about_ca_topic_score_gemma":0.000003906897,"domain_scores_codex":[0.9988653,0.00005335736,0.0002768127,0.0002669341,0.0001257301,0.0004118845],"domain_scores_gemma":[0.9992468,0.0001111433,0.00002756549,0.0003228638,0.00004978227,0.0002418115],"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":[0.0001069075,0.00004535543,0.00002903083,0.00001074306,0.00004628456,0.00002538564,0.00001811785,0.000009415245,0.00002069557,0.00000151975,0.7564883,0.2431982],"study_design_scores_gemma":[0.0004695561,0.0004590641,0.001168414,0.00003545848,0.0000507966,0.0000364715,0.000001418684,0.0001475206,0.00001448621,0.000008666827,0.9974685,0.000139639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003896849,0.0002395985,0.000001566766,0.002808185,0.000002484916,0.0002340584,0.00001502157,0.0001283872,0.9926739],"genre_scores_gemma":[0.0001707246,0.00002333164,0.0002564589,0.001178711,0.0003740063,0.00002973934,0.00002545496,0.00002707448,0.9979145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2430586,"threshold_uncertainty_score":0.5350557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168735363887914,"score_gpt":0.2328172736133739,"score_spread":0.2159437372245825,"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."}}