{"id":"W4402513394","doi":"10.46747/cfp.7009558","title":"Topical corticosteroids for atopic dermatitis","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; Élisabeth Bruyère Hospital","funders":"","keywords":"Atopic dermatitis; Dermatology; Medicine; Adrenal cortex hormones; Computer science; Data science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0000171466,0.0000982514,0.0001696938,0.0001036508,0.00008151946,0.00003670699,0.00005954997,0.00007387537,0.00001031345],"category_scores_gemma":[0.00001208429,0.00009426768,0.0001156708,0.0001082997,0.00006152135,0.00006563887,0.000006160059,0.00009482476,0.0002079397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148771,"about_ca_system_score_gemma":0.0004816012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004777633,"about_ca_topic_score_gemma":0.00124272,"domain_scores_codex":[0.9993305,0.00001082875,0.0001239201,0.0001792665,0.00006530408,0.0002901344],"domain_scores_gemma":[0.9993674,0.00004701443,0.000008755816,0.0001715391,0.00003284379,0.0003724759],"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":[0.000009278479,0.00003806705,0.003139022,0.0004594789,0.0001569652,0.0009452961,0.00009571001,5.763662e-7,0.0003249001,0.01257585,0.818189,0.1640659],"study_design_scores_gemma":[0.0003510496,0.00004849605,0.1083954,0.0001598127,0.0001177629,0.00002288931,0.00009114797,0.0004408309,0.0002358383,0.002398079,0.8876081,0.0001306425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6603186,0.02160218,0.0007874767,0.02386087,0.002788814,0.001397641,0.0003944718,0.0003881998,0.2884617],"genre_scores_gemma":[0.8845494,0.00001456765,0.00008236004,0.1138631,0.000299818,0.00005339775,0.00008551539,0.00001816814,0.001033687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287428,"threshold_uncertainty_score":0.3844124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736876059816705,"score_gpt":0.2607946005941599,"score_spread":0.2434258399959928,"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."}}