{"id":"W1997237519","doi":"10.1111/jdv.12909","title":"Effect of biologics on depressive symptoms in patients with psoriasis: a systematic review","year":2014,"lang":"en","type":"review","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Centre Hospitalier de l’Université de Montréal; Innovaderm (Canada); Centre hospitalier universitaire de Québec; University of British Columbia; University of Toronto; Western University; Hôpital du Sacré-Cœur de Montréal; Lynde Centre for Dermatology; University of Alberta; Université de Montréal; Hôpital Saint-Luc","funders":"Sanofi","keywords":"Medicine; Adalimumab; Ustekinumab; Etanercept; Psoriasis; Placebo; Randomized controlled trial; Depression (economics); Internal medicine; Beck Depression Inventory; Physical therapy; Clinical trial; Dermatology; Anxiety; Psychiatry; Tumor necrosis factor alpha; Alternative 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":[],"consensus_categories":[],"category_scores_codex":[0.001338391,0.0005034215,0.005266695,0.0003609266,0.00006174079,0.000002127832,0.0008440254,0.0006552595,0.00000858141],"category_scores_gemma":[0.0005711918,0.0002305205,0.0006033216,0.0002251022,0.0005101489,0.00003638225,0.0001766131,0.0009211441,0.00001983115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002911008,"about_ca_system_score_gemma":0.00005077806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.769535e-7,"about_ca_topic_score_gemma":2.322736e-7,"domain_scores_codex":[0.9834648,0.01397802,0.001914874,0.0002741738,0.00007470052,0.0002933725],"domain_scores_gemma":[0.993115,0.00179879,0.004688462,0.0003022452,0.00006362752,0.00003187924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001160859,0.0004436648,0.03855633,0.8036056,0.007609939,0.00008656565,0.0000815252,0.000002127103,0.00000703616,0.000448319,0.0006221929,0.1473758],"study_design_scores_gemma":[0.01063271,0.002499165,0.006291044,0.9038297,0.03451264,0.007751266,0.000005435129,1.807594e-7,0.0004112844,0.00005231411,0.03326568,0.0007485817],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01663263,0.9817142,0.000001619931,0.00006928341,0.0003767023,0.001016913,0.00002572772,0.000005506965,0.0001573715],"genre_scores_gemma":[0.0600641,0.9396716,0.00000538889,0.0001256614,0.00003006771,0.0000183678,0.00001546984,0.00003372469,0.00003554942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1466272,"threshold_uncertainty_score":0.9400352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193922312489075,"score_gpt":0.2652383911809469,"score_spread":0.2532991680560561,"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."}}