{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001513668,0.0001794268,0.0003275044,0.0002225143,0.0001895795,0.00002681288,0.0002296737,0.0001481843,0.0001017069],"category_scores_gemma":[0.0004060771,0.0001182894,0.00009512562,0.0006211941,0.000112976,0.00005276279,0.00009926486,0.0002256654,0.001254398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004387228,"about_ca_system_score_gemma":0.00009978993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000177731,"about_ca_topic_score_gemma":0.00002071702,"domain_scores_codex":[0.9985469,0.0001601517,0.0002926041,0.0002872234,0.0002273555,0.0004857833],"domain_scores_gemma":[0.9989616,0.0003635792,0.00005472124,0.0004657084,0.00003073683,0.0001236308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002958218,0.0005257013,0.4942648,0.0001476944,0.0001208793,0.003007462,0.0007301501,0.00002359345,0.0002816895,0.003135593,0.4942045,0.003262188],"study_design_scores_gemma":[0.001030678,0.00009775307,0.8709372,0.0001236914,0.00003235789,0.000231861,0.0003248904,0.000111274,0.001361774,0.001743506,0.1238264,0.0001786144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448294,0.0003130533,0.000003107358,0.02436242,0.0001320167,0.000638057,0.00001342571,0.0002926656,0.02941587],"genre_scores_gemma":[0.9928904,0.0003904321,0.0001280244,0.004890257,0.00006316762,0.0002230605,0.00005965757,0.00001947235,0.001335485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3766724,"threshold_uncertainty_score":0.9995232,"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."}}