{"id":"W4248364922","doi":"10.1097/der.0b013e31827edc73","title":"Methylisothiazolinone","year":2013,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Preservative; Contact allergy; Dermatology; Allergy; Allergen; Patch test; Patch testing; Cosmetics; Allergic contact dermatitis; Contact dermatitis; Food science; Immunology; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006532972,0.0004447285,0.002331773,0.0002651466,0.00006666841,0.00009757162,0.0001722014,0.0003402676,0.002572087],"category_scores_gemma":[0.0000582976,0.0003307108,0.0007286721,0.0002324843,0.00004851153,0.0001361583,0.00008808106,0.0004631088,0.005105286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008779622,"about_ca_system_score_gemma":0.0002481732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006675546,"about_ca_topic_score_gemma":0.00000494943,"domain_scores_codex":[0.9982635,0.00007953024,0.0007507064,0.0002900691,0.0002931281,0.0003230512],"domain_scores_gemma":[0.9987364,0.000125405,0.0002751483,0.0005769394,0.00008675612,0.0001993207],"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":[7.652719e-8,0.00002341092,0.000001617504,0.01811272,0.0002044218,0.0001225537,0.00003252029,6.236262e-9,7.046697e-8,0.0002235428,0.144148,0.837131],"study_design_scores_gemma":[0.0002149717,0.00002613477,0.00005968104,0.01485154,0.0008139518,0.001456495,0.000009916485,0.000005423275,0.00000123168,0.00003477039,0.9822131,0.0003127721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001678693,0.9764425,0.00004540918,0.0005866642,0.0003418559,0.001102784,0.00005248998,0.0001622711,0.02126431],"genre_scores_gemma":[0.000002808775,0.9907755,0.001095282,0.001736888,0.00036568,0.0003225739,0.0003796935,0.00008699436,0.005234574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8380651,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04998481194495661,"score_gpt":0.3286690992468584,"score_spread":0.2786842873019018,"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."}}