{"id":"W4281768124","doi":"10.1097/der.0000000000000850","title":"Investigation of Commercial Essential Oils for Formaldehyde Content","year":2022,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Formaldehyde; Medicine; Art history; Art; Computer science; Chemistry","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":[0.0006820653,0.0006131594,0.0003649714,0.0009670141,0.002642726,0.001103753,0.001101436,0.01747773,0.004453537],"category_scores_gemma":[0.003542271,0.0004174226,0.0007541509,0.0003427132,0.0007087772,0.0007750121,0.000347419,0.004682449,0.001186891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153535,"about_ca_system_score_gemma":0.001160047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309523,"about_ca_topic_score_gemma":0.02732013,"domain_scores_codex":[0.9993951,0.0001446137,0.00007094751,0.00007312818,0.0001887002,0.0001273891],"domain_scores_gemma":[0.9984863,0.0008877878,0.0001144004,0.00005722968,0.000301689,0.0001526026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001478813,0.0009106401,0.04459427,0.0003723386,0.0001064204,0.5820529,0.003545334,0.0003161822,0.02572665,0.003496057,0.310528,0.02687236],"study_design_scores_gemma":[0.0003890042,0.00285793,0.08147176,0.0006309984,0.0003955931,0.2614639,0.009655182,0.00288517,0.02612547,0.005017651,0.6089568,0.000150614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2381374,0.004563204,0.001094332,0.62257,0.01413775,0.0003363117,0.001018838,0.0002053056,0.1179368],"genre_scores_gemma":[0.515495,0.001749362,0.00153898,0.3758629,0.007034496,0.00009568095,0.0002632367,0.0001086033,0.09785173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01747773,"threshold_uncertainty_score":0.02603799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643531996316577,"score_gpt":0.2598224257888861,"score_spread":0.2133871058257203,"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."}}