{"id":"W4229049128","doi":"10.12788/cutis.0440","title":"Just Like Rock and Roll, Topical Medications for Psoriasis Are Here to Stay","year":2022,"lang":"en","type":"article","venue":"Cutis","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bausch Health (Canada)","funders":"","keywords":"Medicine; Psoriasis; Dermatology; Dermatologic agents; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001054907,0.00005959692,0.00013952,0.00002124866,0.0003254222,0.000009717051,0.00005384834,0.00002178504,0.000807653],"category_scores_gemma":[0.0001024428,0.00005106813,0.00003378987,0.0001078473,0.00001423217,0.00002968986,0.0001300207,0.000138095,0.00001452987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000408902,"about_ca_system_score_gemma":0.00002253774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002337347,"about_ca_topic_score_gemma":0.00001658811,"domain_scores_codex":[0.9994131,0.00002502754,0.0001036583,0.0001590614,0.0001512044,0.0001479079],"domain_scores_gemma":[0.999451,0.0002008689,0.00003150543,0.0001082705,0.00003151736,0.0001768469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00174931,0.0008135747,0.06283055,0.0004607646,0.001119081,0.0001649596,0.003819776,0.00002884979,0.0003204856,0.004361844,0.721773,0.2025578],"study_design_scores_gemma":[0.000873594,0.000261765,0.008323133,0.000008060758,0.0002169611,0.00003762858,0.001910426,0.0001651965,0.00004333782,0.0001050131,0.9879932,0.0000617066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4641271,0.01686667,0.001531093,0.4919841,0.002048121,0.002321923,0.0004598866,0.000174635,0.02048653],"genre_scores_gemma":[0.9868031,0.0005463469,0.0007143083,0.006964499,0.0004490672,0.0003184767,0.0000168481,0.00001167163,0.004175654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5226761,"threshold_uncertainty_score":0.8843234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09985623596110926,"score_gpt":0.408076897509941,"score_spread":0.3082206615488318,"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."}}