{"id":"W3162996590","doi":"10.23736/s2784-8671.21.06984-4","title":"Consensus on the place in therapy of biologics in the treatment of patients with chronic plaque psoriasis","year":2022,"lang":"en","type":"article","venue":"Italian Journal of Dermatology and Venereology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Venereology; Plaque psoriasis; Psoriasis; Medicine; Dermatology","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":[0.09487435,0.000970147,0.006168243,0.002809652,0.003702902,0.00861466,0.007742909,0.01288049,0.002498335],"category_scores_gemma":[0.0813705,0.0009177742,0.004795861,0.002928519,0.005861255,0.006646658,0.006301429,0.02995978,0.001590023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007420572,"about_ca_system_score_gemma":0.02252979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006352794,"about_ca_topic_score_gemma":0.00948815,"domain_scores_codex":[0.9254975,0.02558112,0.02656004,0.003515569,0.01537153,0.003474348],"domain_scores_gemma":[0.8614806,0.07016626,0.01283913,0.003598292,0.04333732,0.008578449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001616449,0.000453615,0.00602479,0.01632371,0.001453027,0.0008703271,0.003309777,0.001917783,0.003173999,0.03118422,0.2335449,0.7001274],"study_design_scores_gemma":[0.0008810784,0.000897123,0.007788935,0.04768703,0.002017951,0.001952896,0.004064803,0.001328325,0.002275299,0.02562374,0.9051977,0.0002851349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00404535,0.3949983,0.008349393,0.5532933,0.02714267,0.0001415291,0.000359206,0.0001282781,0.01154195],"genre_scores_gemma":[0.1547917,0.3701316,0.05303746,0.3644891,0.050118,0.0006968098,0.001446513,0.0003737913,0.004915109],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09487435,"threshold_uncertainty_score":0.5017495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754944147436967,"score_gpt":0.2272106025553906,"score_spread":0.2096611610810209,"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."}}