{"id":"W4254272465","doi":"10.14740/cii4w","title":"An Interesting Case of Inflammatory Myopathy","year":2016,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inflammatory myopathy; Myopathy; Medicine; Computer science; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008826777,0.00009595521,0.0002769962,0.00007177242,0.000118921,0.00001079414,0.00002990455,0.0001383322,0.0001092563],"category_scores_gemma":[0.0006792501,0.00006417921,0.0001020487,0.00006660011,0.0002953099,0.0001932418,0.00005430773,0.0002362421,0.00001777966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001633754,"about_ca_system_score_gemma":0.00004431258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290865,"about_ca_topic_score_gemma":0.00003340686,"domain_scores_codex":[0.998823,0.0002695403,0.0005900265,0.0001400176,0.00005691299,0.0001204435],"domain_scores_gemma":[0.9988617,0.000306535,0.0001666765,0.0003305532,0.0001621706,0.0001723629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002121399,0.0002339075,0.8533403,0.0001112334,0.00003579239,0.0003715671,0.0001695498,1.563245e-7,0.007678609,0.0006598111,0.0001303175,0.1370566],"study_design_scores_gemma":[0.002452652,0.001340467,0.981881,0.0003726206,0.0000703997,0.005564176,0.0001969152,0.0002028182,0.004342403,0.0002948057,0.003124532,0.0001572644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976108,0.00004600404,0.0006235993,0.0001028743,0.0003012722,0.0001212002,0.000003671612,0.00007902978,0.001111569],"genre_scores_gemma":[0.9992227,0.0001979925,0.0001234394,0.0002424607,0.0001500435,0.000004092396,0.000002245843,0.00001078976,0.00004624619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368993,"threshold_uncertainty_score":0.2617152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485848814911433,"score_gpt":0.3863525727231755,"score_spread":0.3377676912320322,"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."}}