{"id":"W2051073361","doi":"10.3899/jrheum.091462","title":"Pathophysiology and Pathogenesis of Immune-Mediated Inflammatory Diseases: Commonalities and Differences","year":2010,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; University of Manitoba; Toronto Western Hospital; Research Manitoba; University of Toronto; University Health Network; Memorial University of Newfoundland","funders":"","keywords":"Inference; Phylogenetic tree; Predictability; Clade; Robustness (evolution); Evolutionary biology; Computational biology; Covariance; Biology; False discovery rate; Machine learning; Artificial intelligence; Computer science; Statistics; Genetics; Gene; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004717893,0.0005876196,0.003813774,0.000485499,0.0001519122,0.00001370432,0.0003877991,0.0008625707,0.0003351333],"category_scores_gemma":[0.000164608,0.0004051699,0.0005570298,0.0001043598,0.0008238731,0.00008407973,0.0002510551,0.0005615645,0.00001236284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003194737,"about_ca_system_score_gemma":0.0003533131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004489014,"about_ca_topic_score_gemma":0.0000259163,"domain_scores_codex":[0.9959965,0.001038186,0.002138064,0.0003322097,0.00008577782,0.0004092838],"domain_scores_gemma":[0.9952673,0.001582808,0.002573832,0.0003303631,0.0001588038,0.00008690371],"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":[0.0003764915,0.0005146146,0.06867853,0.01407416,0.005631079,0.0001101582,0.0007658085,4.092849e-8,0.0008905147,0.001289489,0.001220023,0.9064491],"study_design_scores_gemma":[0.004364099,0.001344012,0.01860909,0.006715427,0.006747149,0.004299786,0.0008220782,2.982926e-7,0.00008635917,0.000797261,0.9553252,0.0008892324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1452484,0.8522281,0.000002504457,0.00006487201,0.001027307,0.0003261195,0.001087668,0.00001050698,0.000004567612],"genre_scores_gemma":[0.009774318,0.9894905,0.0001114963,0.0000131245,0.00002315135,0.00005469047,0.0004528584,0.00003437877,0.00004548002],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9541052,"threshold_uncertainty_score":0.99984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758901743393781,"score_gpt":0.2580237409942766,"score_spread":0.2404347235603388,"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."}}