{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007401236,0.0001289861,0.0001069763,0.0009364354,0.0003694963,0.0004351359,0.000311937,0.0003093268,0.003250404],"category_scores_gemma":[0.002059177,0.00009661063,0.0001554049,0.0008444424,0.0002321687,0.0004300149,0.0003949794,0.0003130453,0.0001858683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005050667,"about_ca_system_score_gemma":0.0005365739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055277,"about_ca_topic_score_gemma":0.004453933,"domain_scores_codex":[0.9988518,0.0002329251,0.00009180858,0.0001261516,0.0005547242,0.0001426126],"domain_scores_gemma":[0.9976883,0.0004260911,0.001105251,0.00006238552,0.0004178651,0.0003002005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003683627,0.00009636081,0.9914894,0.00004080434,0.00001128581,0.0001516444,0.0001377513,0.00001526624,0.0006402296,0.00002241607,0.0002453473,0.007112716],"study_design_scores_gemma":[0.000002625427,0.0002351181,0.9960466,0.00004187635,0.00001381797,0.001069367,0.0006654227,0.0001340648,0.0004605676,0.00001538202,0.001312979,0.000002159636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975842,0.0003662302,0.00006834594,0.00009375672,0.000004211621,0.00002150828,0.0001222333,0.000006015094,0.001733512],"genre_scores_gemma":[0.9994154,0.0001712859,0.0001102904,0.00002567043,0.000004203158,0.000007542582,0.00009979904,0.000001456997,0.0001643963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004055277,"threshold_uncertainty_score":0.01087362,"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."}}