{"id":"W2916063242","doi":"10.1177/1203475418808764","title":"Satisfaction and Awareness of Systemic Psoriasis Treatments: A National Survey Comparing Biologic and Nonbiologic Users","year":2019,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"Janssen Biotech","keywords":"Medicine; Psoriasis; Apremilast; Internal medicine; Dermatology","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":[0.0009634785,0.00008868984,0.0002247875,0.0006239476,0.0004759233,0.000378398,0.000351076,0.0003472054,0.001217238],"category_scores_gemma":[0.002210791,0.0001667841,0.0003617035,0.001173867,0.0003270887,0.0003399857,0.0003755548,0.0004897799,0.0001637048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591046,"about_ca_system_score_gemma":0.001501459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2634849,"about_ca_topic_score_gemma":0.2766276,"domain_scores_codex":[0.9989582,0.0001691897,0.000123952,0.00009746601,0.0004785327,0.0001726975],"domain_scores_gemma":[0.9980596,0.0002043129,0.0007946944,0.00004911405,0.0005033487,0.0003889884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003832205,0.00004133258,0.9978938,0.00001962809,0.0000206293,0.00001583018,0.0002654948,0.00001339099,0.00008587036,0.000006142572,0.0002132245,0.001386486],"study_design_scores_gemma":[0.000003557361,0.00005599288,0.9990517,0.000007921542,0.000006124037,0.00004676592,0.0005533746,0.00005393742,0.00001811382,0.00000166572,0.0001985364,0.000002301407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998224,0.0001607504,0.00002858555,0.0001188669,0.000002897423,0.00002088324,0.0006646909,0.00000205012,0.0007774605],"genre_scores_gemma":[0.9992029,0.000140334,0.0000554383,0.0001054566,0.000003173549,0.00001002285,0.0003499624,8.532259e-7,0.0001318569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2634849,"threshold_uncertainty_score":0.5239025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0559993676498653,"score_gpt":0.2789077388486327,"score_spread":0.2229083711987674,"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."}}