{"id":"W4360853269","doi":"10.1089/derm.2023.29022.abstracts","title":"ACDS 34th Annual Meeting Abstracts, Thursday, March 16, 2023, New Orleans","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Atopy; Population; Asthma; Dermatology; Context (archaeology); Immunology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001016224,0.001852949,0.0009047764,0.001044223,0.001475964,0.003094473,0.0009524871,0.00221834,0.4291147],"category_scores_gemma":[0.001435932,0.0003438102,0.001024396,0.0004694558,0.0003452293,0.001011416,0.001438491,0.002874756,0.1811844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194253,"about_ca_system_score_gemma":0.001461369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041688,"about_ca_topic_score_gemma":0.05414845,"domain_scores_codex":[0.9995147,0.00004140895,0.00002687687,0.000080742,0.0002199468,0.0001162807],"domain_scores_gemma":[0.9989769,0.00008079351,0.00004419585,0.00002847947,0.0005209842,0.0003486618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003835369,0.0001473105,0.0005509616,0.00018773,0.00001814911,0.0001314231,0.00001303461,0.0001030533,0.0009381664,0.0001311772,0.9516365,0.04575893],"study_design_scores_gemma":[0.0001162299,0.0002077781,0.006960124,0.0003750758,0.00003017573,0.0001589501,0.0001433641,0.0002624591,0.0004361536,0.0002080371,0.9910827,0.00001897911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01038674,0.02932631,0.002140376,0.02348187,0.09249539,0.0008371966,0.01274381,0.001604696,0.8269836],"genre_scores_gemma":[0.003867917,0.007178168,0.0005492728,0.00165336,0.005220294,0.0001025929,0.002569826,0.0001572772,0.9787012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5708853,"threshold_uncertainty_score":0.8142986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679989432465176,"score_gpt":0.2828796203289686,"score_spread":0.2660797260043169,"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."}}