{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007160242,0.0002381708,0.0004074208,0.0004926358,0.0004509019,0.001783727,0.000276229,0.0008429648,0.00284867],"category_scores_gemma":[0.03818349,0.0001622081,0.000584211,0.0003092955,0.001087031,0.001036017,0.0007447429,0.001187739,0.0002064392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846169,"about_ca_system_score_gemma":0.0003875229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000526881,"about_ca_topic_score_gemma":0.0003800021,"domain_scores_codex":[0.9922472,0.005098552,0.000646147,0.0003713794,0.001258116,0.0003785913],"domain_scores_gemma":[0.9672568,0.01837801,0.0104075,0.001166458,0.001209312,0.001581879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003489497,0.001400152,0.8969548,0.0003370055,0.0006885212,0.0004134637,0.01265871,0.001832268,0.003376854,0.001687597,0.0009595834,0.0762016],"study_design_scores_gemma":[0.0003536579,0.007981107,0.9404837,0.0003416788,0.0004236464,0.002468577,0.02896414,0.006305058,0.002786217,0.004378922,0.005286393,0.0002268941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968374,0.0003702435,0.0004305415,0.000518521,0.00001664453,0.0000183916,0.00004001605,0.000004259969,0.001763988],"genre_scores_gemma":[0.9996779,0.00004785472,0.0001197033,0.00007676521,0.000008321114,0.00000500092,0.00001109589,6.790696e-7,0.00005263522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007160242,"threshold_uncertainty_score":0.03786743,"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."}}