{"id":"W3139309195","doi":"10.3389/fmed.2020.625755","title":"Biologic Drug Survival in Psoriasis: A Systematic Review &amp; Comparative Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Ustekinumab; Medicine; Secukinumab; Adalimumab; Etanercept; Infliximab; Ixekizumab; Hazard ratio; Internal medicine; Psoriatic arthritis; Discontinuation; Oncology; Confidence interval; Arthritis; Disease; Tumor necrosis factor alpha","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01341842,0.002593898,0.01468332,0.007640929,0.0005112311,0.002825179,0.001720301,0.001893623,0.003806598],"category_scores_gemma":[0.02763565,0.001240891,0.0351112,0.009082569,0.0006079611,0.001566119,0.001381486,0.001628704,0.0003101577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398957,"about_ca_system_score_gemma":0.003063168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00652751,"about_ca_topic_score_gemma":0.01244744,"domain_scores_codex":[0.9907336,0.005151395,0.001844193,0.0009582361,0.001007714,0.0003048718],"domain_scores_gemma":[0.9851318,0.0105307,0.002541897,0.0005157029,0.001056554,0.0002233633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001549705,0.00002667424,0.003605153,0.2429147,0.7393885,0.0001123781,0.00004639474,0.0006049945,0.0001760574,0.0001636634,0.0008172704,0.01059453],"study_design_scores_gemma":[0.0006176866,0.000149468,0.003356688,0.01493116,0.9786804,0.00009808441,0.00003091949,0.0002388761,0.00009279293,0.0002344063,0.001548499,0.00002104211],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003883694,0.9940987,0.0007030868,0.0002008827,0.0001175106,0.0001984152,0.0005569908,0.00002492283,0.0002159675],"genre_scores_gemma":[0.1835564,0.8092608,0.003415813,0.0008692481,0.0003728719,0.001131257,0.001001461,0.0000392138,0.0003530305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01468332,"threshold_uncertainty_score":0.07096422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558675985335397,"score_gpt":0.3686177466908827,"score_spread":0.212750148157343,"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."}}