{"id":"W4366602423","doi":"10.2340/actadv.v103.5382","title":"The Treat-to-Target Project in Atopic Dermatitis: One Year On","year":2023,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Innovaderm (Canada)","funders":"Sanofi","keywords":"Medicine; Atopic dermatitis; Context (archaeology); 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":[0.01327099,0.001483166,0.001497927,0.002051799,0.001362602,0.005894289,0.002295755,0.006686365,0.01220851],"category_scores_gemma":[0.01262904,0.0004954148,0.00146139,0.001454797,0.001996896,0.005709377,0.005976777,0.0102322,0.01048303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461575,"about_ca_system_score_gemma":0.008395592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004484558,"about_ca_topic_score_gemma":0.007230165,"domain_scores_codex":[0.9954556,0.001689418,0.0004145099,0.0003337054,0.001539185,0.0005675064],"domain_scores_gemma":[0.9914355,0.001695345,0.0005448424,0.000398502,0.00220512,0.003720607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002149057,0.0002975015,0.0006122176,0.0008821677,0.0000519426,0.0003663393,0.0001749737,0.0002477039,0.0005681479,0.005227506,0.5325692,0.4587875],"study_design_scores_gemma":[0.00009763581,0.0004085192,0.001028135,0.003101704,0.00005241172,0.0006105467,0.0001223884,0.0001758254,0.0002292475,0.002481223,0.991661,0.00003137581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003572226,0.4075629,0.0109126,0.4246415,0.104815,0.0009312046,0.0009289999,0.001225338,0.04541031],"genre_scores_gemma":[0.01297966,0.5650393,0.03016098,0.2463659,0.07035436,0.00121917,0.002548158,0.001030155,0.07030221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01327099,"threshold_uncertainty_score":0.07018453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316692212686079,"score_gpt":0.294754653758148,"score_spread":0.2630854324895401,"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."}}