{"id":"W2611682190","doi":"10.3899/jrheum.170147","title":"Practical Assessment of Psoriasis Clinical Severity in both Clinical Trials and Clinical Practice Settings: A Report from the GRAPPA 2016 Annual Meeting","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Clinical Practice; Clinical trial; Physical therapy; Medical physics; Dermatology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1634462,0.0007032339,0.001275279,0.002010818,0.0006720969,0.006350962,0.001142432,0.001517363,0.002171021],"category_scores_gemma":[0.1850538,0.0005069366,0.0008761863,0.002355192,0.001127433,0.002472983,0.003293571,0.0030589,0.0008424789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002155522,"about_ca_system_score_gemma":0.006107132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978901,"about_ca_topic_score_gemma":0.004617681,"domain_scores_codex":[0.8872865,0.07674078,0.0135554,0.00265513,0.01850605,0.001256114],"domain_scores_gemma":[0.8244002,0.08616575,0.01925336,0.009591669,0.05470056,0.005888567],"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":[0.0005707802,0.0003422035,0.09240606,0.003524161,0.0004472882,0.0004714028,0.00473453,0.001734124,0.003301204,0.004603831,0.05334095,0.8345236],"study_design_scores_gemma":[0.0008700226,0.004406632,0.4139183,0.01306507,0.001415639,0.007777825,0.01286304,0.01474181,0.0126395,0.01678115,0.5008135,0.0007075666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2319014,0.1397616,0.263173,0.2590432,0.007096403,0.007988819,0.006357524,0.001578603,0.0830995],"genre_scores_gemma":[0.7055558,0.04013998,0.226378,0.01367751,0.00455435,0.002998932,0.002965647,0.0003045465,0.003425332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1634462,"threshold_uncertainty_score":0.8643965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022311525937977,"score_gpt":0.4625903315164816,"score_spread":0.3603591789226839,"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."}}