{"id":"W2469489436","doi":"","title":"The IMPACT Programme in Psoriasis: Phase I - where we are now and future directions","year":2015,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Psoriasis; Medicine; Psoriatic arthritis; Disease; Overweight; Physical therapy; Psychology; Obesity; Dermatology; Pathology","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":[0.03462509,0.001528969,0.001976023,0.001059657,0.002030219,0.005521087,0.003512451,0.005147661,0.02478078],"category_scores_gemma":[0.0187469,0.0005823117,0.003291124,0.001432247,0.001779697,0.003122013,0.007511352,0.007385361,0.005592714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003795794,"about_ca_system_score_gemma":0.02362474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006770165,"about_ca_topic_score_gemma":0.007510695,"domain_scores_codex":[0.9863954,0.007407385,0.0004902428,0.0005391339,0.001924413,0.003243516],"domain_scores_gemma":[0.9774672,0.003356767,0.001000373,0.001175239,0.002742,0.01425836],"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":[0.02966285,0.03236006,0.01033982,0.01806462,0.0006768851,0.000742819,0.002655058,0.002155007,0.002822795,0.01291581,0.1441795,0.7434247],"study_design_scores_gemma":[0.09803354,0.1457767,0.1147408,0.04613592,0.001558563,0.00103771,0.006174666,0.001978629,0.004256343,0.01400093,0.5660457,0.0002606011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.1423753,0.1056226,0.0176448,0.1731287,0.02125571,0.3808754,0.02200914,0.002894612,0.1341937],"genre_scores_gemma":[0.2454273,0.08904556,0.114526,0.0930583,0.01016677,0.3808158,0.0231967,0.0008864222,0.04287722],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03462509,"threshold_uncertainty_score":0.1831172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08924501889422057,"score_gpt":0.3185071587454897,"score_spread":0.2292621398512691,"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."}}