{"id":"W4403059059","doi":"10.58931/crt.2024.1145","title":"Updates in Treatment of Refractory Inflammatory Myositis","year":2024,"lang":"en","type":"article","venue":"Canadian rheumatology today.","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; Surrey Memorial Hospital","funders":"","keywords":"Myositis; Refractory (planetary science); Medicine; Intensive care medicine; Dermatology; Internal medicine; Biology; Astrobiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001112073,0.0002152324,0.0005581236,0.0008111107,0.00005312531,0.00001826055,0.00008059776,0.0002712293,0.0007862571],"category_scores_gemma":[0.00003451008,0.0002008236,0.0001312078,0.0002612613,0.0001772844,0.0001093193,0.00001172619,0.0001666544,0.0002581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933128,"about_ca_system_score_gemma":0.00146303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03332653,"about_ca_topic_score_gemma":0.07017814,"domain_scores_codex":[0.998531,0.00004509283,0.0005208178,0.0003081371,0.0001114008,0.0004835206],"domain_scores_gemma":[0.9990512,0.0001024281,0.00005200133,0.000349193,0.00005455821,0.0003906287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002067946,0.0001921806,0.82096,0.002107866,0.0004995209,0.02813769,0.006805832,0.00001232997,0.001583414,0.04892475,0.03349412,0.05707551],"study_design_scores_gemma":[0.002823209,0.0006891388,0.2647173,0.002107034,0.0001299889,0.00669207,0.0009031894,0.0007151276,0.003880522,0.0008186644,0.7158779,0.0006458705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786259,0.01031576,0.000003247392,0.002049768,0.0006131876,0.0003119527,0.0000565375,0.00009009416,0.007933581],"genre_scores_gemma":[0.9977464,0.001294694,0.00008092586,0.0002248148,0.00003314326,0.00004972122,0.00006703318,0.00003870168,0.0004645555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6823837,"threshold_uncertainty_score":0.9731106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007748952471574175,"score_gpt":0.2435812555930655,"score_spread":0.2358323031214913,"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."}}