{"id":"W4235464142","doi":"10.1097/bor.0b013e32834f6346","title":"Editorial introductions","year":2011,"lang":"en","type":"article","venue":"Current Opinion in Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Rheumatology; Internal medicine; Library science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007822875,0.0000857936,0.0002090077,0.0001858133,0.00004645955,0.000002645961,0.00005632799,0.0001427466,0.000701392],"category_scores_gemma":[0.00009711045,0.00007555177,0.00007150564,0.0001863474,0.00009660162,0.00004888361,0.00002576696,0.0003647689,0.0002754584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003203076,"about_ca_system_score_gemma":0.00008233517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004313334,"about_ca_topic_score_gemma":7.792927e-7,"domain_scores_codex":[0.999192,0.00004075046,0.0002783911,0.0002009685,0.00009603273,0.000191852],"domain_scores_gemma":[0.9995824,0.00002099776,0.00004845712,0.0001996155,0.00006896038,0.00007953421],"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":[0.00005573647,0.0005179671,0.04613365,0.0002978178,0.00004539826,5.051917e-7,0.0007727134,0.000001272049,0.00001715084,0.04484997,0.9047112,0.002596602],"study_design_scores_gemma":[0.00536478,0.0002970944,0.08716621,0.001163401,0.00004685639,0.001021742,0.0003104619,0.00007806807,0.00003395864,0.008335974,0.8958781,0.0003033223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.02288488,0.003828262,0.000337811,0.001027677,0.9703638,0.0002864166,0.000008653711,0.0001117004,0.001150788],"genre_scores_gemma":[0.8445272,0.03787334,0.001661355,0.00002210575,0.1142599,0.0004791327,0.000808024,0.00009379744,0.000275183],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.856104,"threshold_uncertainty_score":0.767975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04788023854005842,"score_gpt":0.3223430782074766,"score_spread":0.2744628396674182,"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."}}