{"id":"W2613579314","doi":"10.1080/09546634.2017.1329499","title":"What is clearance worth? Patients’ stated risk tolerance for psoriasis treatments","year":2017,"lang":"en","type":"article","venue":"Journal of Dermatological Treatment","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eli Lilly (Canada)","funders":"Duke University; Eli Lilly and Company","keywords":"Medicine; Psoriasis; Plaque psoriasis; Regimen; Dermatology; Logistic regression; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001193505,0.0003993379,0.0008622893,0.00008950465,0.0007581934,0.0001547954,0.0003940512,0.0003011844,0.0001353729],"category_scores_gemma":[0.00006916061,0.0002490768,0.0005805072,0.00004939965,0.0001756985,0.0005820362,0.00003578701,0.0001344215,0.0001232175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873809,"about_ca_system_score_gemma":0.0000506867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001298851,"about_ca_topic_score_gemma":0.000006994918,"domain_scores_codex":[0.9982677,0.0001778886,0.000691812,0.0003079251,0.00009122588,0.000463451],"domain_scores_gemma":[0.9978772,0.0002216834,0.001076888,0.0004999184,0.0002349905,0.00008930376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003263021,0.003061931,0.5143694,0.00002257246,0.004532346,0.0001388157,0.0007512129,0.00002098778,0.0003814002,0.00004777209,0.003793769,0.4696168],"study_design_scores_gemma":[0.03400698,0.004423287,0.8484794,0.0001944602,0.002383182,0.0002809494,0.0002404566,0.00001759516,0.0567304,0.001116412,0.0515634,0.0005634348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848159,0.01085096,0.00005432096,0.0004718045,0.002708261,0.0005627727,0.0003146958,0.00003351545,0.0001877577],"genre_scores_gemma":[0.9796036,0.01853707,0.0006946277,0.0001124249,0.00007658602,0.00008103941,0.00006527305,0.00002382875,0.000805578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4690534,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240300307459103,"score_gpt":0.2863386960471726,"score_spread":0.2539356929725816,"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."}}