{"id":"W2743435786","doi":"10.1111/jdv.14515","title":"Patients with psoriasis have different preferences for topical therapy, highlighting the importance of individualized treatment approaches: randomized phase IIIb PSO‐INSIGHTFUL study","year":2017,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; University of British Columbia","funders":"LEO Pharma; LEO Pharma Research Foundation","keywords":"Medicine; Psoriasis; Randomized controlled trial; Phase (matter); Dermatology; Physical therapy; Intensive care medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006430775,0.0002754703,0.001221211,0.00008869151,0.0004639523,0.0000126201,0.0007207356,0.0001843113,0.00001542921],"category_scores_gemma":[0.0001746709,0.0001126776,0.0003068649,0.00003012292,0.001051983,0.00008071226,0.0001385993,0.0002479613,6.667092e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001370682,"about_ca_system_score_gemma":0.00003349121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005073734,"about_ca_topic_score_gemma":0.00001050683,"domain_scores_codex":[0.9959768,0.002586984,0.0008875531,0.0002269373,0.00007798908,0.0002437418],"domain_scores_gemma":[0.9964237,0.0008538505,0.002318237,0.0002993827,0.00007514856,0.00002972819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03582821,0.001596741,0.9340741,0.00002199764,0.004018154,0.000007581696,0.002591148,0.00000156395,0.0003297653,0.0007272481,0.00007368832,0.02072978],"study_design_scores_gemma":[0.2841329,0.00116765,0.6932569,0.00006646619,0.002028676,0.0002679942,0.0004731753,0.000004016608,0.01596075,0.0008056459,0.001632699,0.0002031887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940122,0.002784708,0.00003465147,0.001561016,0.0003411694,0.0009459434,0.00002783188,0.000005046484,0.000287377],"genre_scores_gemma":[0.9991268,0.0005227412,0.00008406308,0.00005879603,0.00006671441,0.00003140982,0.000006571398,0.00001523269,0.00008768825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2483047,"threshold_uncertainty_score":0.4594859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06585235734554229,"score_gpt":0.2942708366845995,"score_spread":0.2284184793390572,"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."}}