{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009199089,0.000130859,0.0001943103,0.0001453685,0.000514176,0.00002572529,0.0003495181,0.0001471665,0.00005545868],"category_scores_gemma":[0.00004551536,0.0000811293,0.00009093283,0.0003529383,0.0005404186,0.0001522321,0.0001707476,0.0003336741,0.00013326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344071,"about_ca_system_score_gemma":0.0001082212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006181049,"about_ca_topic_score_gemma":0.0004458423,"domain_scores_codex":[0.9984134,0.0007049383,0.0001082492,0.0002264377,0.0000986401,0.0004483165],"domain_scores_gemma":[0.9990437,0.0003115858,0.00006764774,0.0003504661,0.0001574197,0.00006919273],"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":[0.005169168,0.00176431,0.07468928,0.00009755392,0.001230786,0.000139618,0.1384981,0.000005691683,0.002520666,0.0002615919,0.04025896,0.7353643],"study_design_scores_gemma":[0.005946615,0.0006662821,0.04830204,0.00009738289,0.00006816562,0.00003101075,0.1900925,0.00001155658,0.0006867493,0.0003403331,0.7535981,0.0001592847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693405,0.02252688,0.000003300795,0.007352247,0.0001892397,0.0003974575,0.00002272969,0.00002838984,0.0001392319],"genre_scores_gemma":[0.9699625,0.02915975,0.00003242551,0.000004881475,0.0001115104,0.0000110424,0.000022293,0.00001345749,0.0006821739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.735205,"threshold_uncertainty_score":0.3954678,"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."}}