{"id":"W2765089157","doi":"10.1016/j.jaad.2017.08.051","title":"Depressive symptoms, depression, and the effect of biologic therapy among patients in Psoriasis Longitudinal Assessment and Registry (PSOLAR)","year":2017,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":119,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; SKiN Health; Dalhousie University; Probity Medical Research","funders":"Janssen Scientific Affairs; LEO Pharma; Dermira; Janssen Pharmaceuticals; Novartis Pharmaceuticals Corporation; Celgene; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Psoriasis; Depression (economics); Depressive symptoms; Longitudinal study; Psychiatry; Dermatology; Internal medicine; Pathology; Anxiety","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":[0.001340761,0.0001882993,0.0003777558,0.000455412,0.0004057787,0.0006508367,0.0003365356,0.0005464421,0.0008895873],"category_scores_gemma":[0.002870705,0.0002497144,0.0007746366,0.0005725291,0.0001479149,0.0005445887,0.0004665271,0.0009500975,0.0001722763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638493,"about_ca_system_score_gemma":0.0003376356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006561321,"about_ca_topic_score_gemma":0.00967551,"domain_scores_codex":[0.9992686,0.0003222769,0.0001006841,0.00008314191,0.0001146958,0.0001105645],"domain_scores_gemma":[0.9980754,0.0003091136,0.0009819963,0.0001042727,0.0001435365,0.0003858412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004677252,0.0001641703,0.9978052,0.000006625855,0.0001172512,0.00002499837,0.00003156563,0.00002144447,0.00009076406,0.00001014331,0.00008673868,0.001173509],"study_design_scores_gemma":[0.00002599294,0.0001539875,0.9994513,0.000002941107,0.00005445479,0.00005443112,0.00006766353,0.0001008362,0.00002316517,0.000008050841,0.00005443891,0.000002685556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988649,0.0003029811,0.00002901899,0.0001022788,0.000009653315,0.000007869066,0.0003547142,0.000002936411,0.0003256855],"genre_scores_gemma":[0.9992579,0.0001183593,0.00005077711,0.00005529367,0.00001370682,0.000008317729,0.0003369849,8.080428e-7,0.0001580111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006561321,"threshold_uncertainty_score":0.01304626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084553399909182,"score_gpt":0.2901229953823299,"score_spread":0.2792774613832381,"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."}}