{"id":"W2969840606","doi":"10.1097/der.0000000000000511","title":"Prevalence of Surfactant in the Contact Allergen Management Program","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary surfactant; Medicine; Allergen; Irritant contact dermatitis; Betaine; Allergic contact dermatitis; Dermatology; Contact dermatitis; Allergy; Organic chemistry; Chemistry; Immunology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001384737,0.00009910637,0.0002082151,0.00006559851,0.00001656961,0.00001772628,0.0001520364,0.0000316913,0.0006443603],"category_scores_gemma":[0.000008623154,0.00006694781,0.00007329066,0.000129764,0.00001865571,0.00009229252,0.00003588044,0.00009221434,0.00009219327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000207657,"about_ca_system_score_gemma":0.00001816905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007687888,"about_ca_topic_score_gemma":0.00004024682,"domain_scores_codex":[0.9990704,0.00004670043,0.0002979618,0.0001240077,0.0002894539,0.0001714671],"domain_scores_gemma":[0.999477,0.00004906438,0.00007783278,0.0003333692,0.00003399207,0.00002874577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000330288,0.000853706,0.886445,0.005806845,0.000262375,0.0005265053,0.004897106,0.00001544444,0.0007502857,0.008025649,0.02249434,0.06988975],"study_design_scores_gemma":[0.0008872844,0.0001560748,0.9538321,0.0003801651,0.00002653446,0.00005675009,0.0004966633,0.0002474258,0.0003187603,0.00005098812,0.0434709,0.00007630385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537828,0.0005148157,0.000008061934,0.002374428,0.0000937225,0.001331145,0.00001110023,0.00003262856,0.04185131],"genre_scores_gemma":[0.9964152,0.001057643,0.0004156524,0.00124001,0.00001248366,0.00006872742,0.00001138082,0.00000856695,0.0007703201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06981344,"threshold_uncertainty_score":0.7055293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123962501285978,"score_gpt":0.2575386892280275,"score_spread":0.2462990642151678,"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."}}