{"id":"W3088215734","doi":"10.22541/au.160091447.78564552","title":"Emollients for the prevention of atopic dermatitis","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; University of Toronto; Victoria University; Innovationsfonden; Canadian Institutes of Health Research; Regeneron Pharmaceuticals","keywords":"Medicine; Food allergy; Family medicine; Sick child; Atopic dermatitis; Anaphylaxis; Peanut allergy; Allergy; Pediatrics; Dermatology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009810812,0.0003937146,0.0004627754,0.0008257629,0.0002511058,0.0009981475,0.0003865742,0.001290052,0.01852804],"category_scores_gemma":[0.001522904,0.0001149722,0.0005044422,0.0004447754,0.000207849,0.0008084629,0.0003936632,0.002003333,0.007396321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223698,"about_ca_system_score_gemma":0.0003210075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005480269,"about_ca_topic_score_gemma":0.001298717,"domain_scores_codex":[0.9994622,0.0001117541,0.00004345398,0.00004177554,0.0002863098,0.00005448406],"domain_scores_gemma":[0.999,0.0002538212,0.0001623282,0.00004220361,0.0004059709,0.0001357077],"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":[0.0005325333,0.0001992647,0.0006097982,0.002071136,0.00008931773,0.0001823789,0.0000405054,0.00005362518,0.004011175,0.001334605,0.345983,0.6448926],"study_design_scores_gemma":[0.000126092,0.0004148061,0.003121936,0.002005526,0.0001033002,0.0006611433,0.00007466464,0.00009482985,0.002541537,0.0009489006,0.9898915,0.00001569226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004169358,0.895704,0.0007817547,0.02682065,0.03030656,0.0001011442,0.00055081,0.000260552,0.04130525],"genre_scores_gemma":[0.02663526,0.8666613,0.001645138,0.01878944,0.02542378,0.00006077287,0.0007522501,0.0000845515,0.05994748],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01852804,"threshold_uncertainty_score":0.06198251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559236289493176,"score_gpt":0.3225780578814014,"score_spread":0.2869856949864696,"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."}}