{"id":"W2323903826","doi":"10.1016/j.jaad.2016.02.1221","title":"Systematic review of efficacy of anti–tumor necrosis factor (TNF) therapy in patients with psoriasis previously treated with a different anti–TNF agent","year":2016,"lang":"en","type":"review","venue":"Journal of the American Academy of Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovaderm (Canada)","funders":"","keywords":"Medicine; Psoriasis; Tumor necrosis factor alpha; Tumor necrosis factor α; Necrosis; Tumor necrosis factors; Dermatology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002819302,0.001037146,0.007367956,0.003779453,0.0002812967,0.001354486,0.001621576,0.001161061,0.004115656],"category_scores_gemma":[0.009017905,0.0006668824,0.007029221,0.004187102,0.0005069374,0.001042186,0.000948958,0.0009509062,0.0002226967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499923,"about_ca_system_score_gemma":0.004040212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00609803,"about_ca_topic_score_gemma":0.01927077,"domain_scores_codex":[0.9979197,0.0005037525,0.0009662252,0.0002220477,0.0003074621,0.00008076583],"domain_scores_gemma":[0.9946904,0.003124599,0.001604427,0.00008140133,0.0003951753,0.0001039363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008975921,0.00002652189,0.0006370938,0.9322451,0.02677042,0.0001153292,0.00009073059,0.0001186494,0.0003555512,0.000131779,0.001782735,0.03682851],"study_design_scores_gemma":[0.002597101,0.001062506,0.01033432,0.4945017,0.4409453,0.0008450079,0.0002270152,0.0001611496,0.0004432157,0.0003841412,0.04840101,0.00009759593],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001092102,0.9980834,0.00007664569,0.00008871203,0.00008135007,0.00009549678,0.0003013398,0.000005816049,0.0001751894],"genre_scores_gemma":[0.01645583,0.9821545,0.0003873601,0.0004635459,0.00007092958,0.0001105003,0.0002291142,0.000004036945,0.0001241216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007367956,"threshold_uncertainty_score":0.01491004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056330092982878,"score_gpt":0.2829021297591856,"score_spread":0.2623388288293568,"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."}}