{"id":"W2034554277","doi":"10.2310/7750.2006.00073","title":"Challenges and Solutions in Selecting Systemic Antipsoriatic Agents","year":2007,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research","funders":"","keywords":"Medicine; Systemic therapy; Psoriasis; Intensive care medicine; Quality (philosophy); Quality of life (healthcare); Selection (genetic algorithm); Risk analysis (engineering); Dermatology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1112106,0.0009409981,0.002154651,0.003257056,0.006589859,0.01068046,0.004902706,0.008836051,0.004110088],"category_scores_gemma":[0.1655267,0.001060815,0.001654821,0.002666546,0.006740283,0.01096697,0.008385476,0.00948695,0.001336949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007559259,"about_ca_system_score_gemma":0.02776561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034526,"about_ca_topic_score_gemma":0.01717989,"domain_scores_codex":[0.8623236,0.09461549,0.01305373,0.003600812,0.02332929,0.003077044],"domain_scores_gemma":[0.8424541,0.1212392,0.00918254,0.002746234,0.01943219,0.004945749],"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":[0.0004515393,0.0005501307,0.02372123,0.008065523,0.0004043031,0.004563143,0.02573468,0.005508143,0.00111308,0.0499252,0.1216223,0.7583408],"study_design_scores_gemma":[0.0004999741,0.0005634783,0.01159164,0.02165816,0.0005034991,0.007285445,0.1055223,0.009571927,0.001983116,0.4554998,0.384554,0.0007666265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03601008,0.04625592,0.04012702,0.8496462,0.001814795,0.0006902032,0.0002279403,0.0001997418,0.02502809],"genre_scores_gemma":[0.4676613,0.08093578,0.3367996,0.1041173,0.003742515,0.001797165,0.0005186275,0.0001869666,0.004240888],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1112106,"threshold_uncertainty_score":0.5881449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06084656755319063,"score_gpt":0.2750112022995336,"score_spread":0.214164634746343,"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."}}