{"id":"W4250511355","doi":"10.1097/der.0b013e31824a648d","title":"Isocyanates","year":2012,"lang":"en","type":"article","venue":"Dermatitis","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isocyanate; Medicine; Patch testing; Patch test; Organic chemistry; Contact dermatitis; Chemistry; Polyurethane; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003026574,0.00003488807,0.00006011695,0.00002462757,0.00002244367,0.000004140707,0.00001419821,0.00002063766,0.0007037009],"category_scores_gemma":[0.00001761241,0.00002907067,0.0000271281,0.00004469756,0.00001105096,0.0000978207,0.000006654244,0.0000341323,0.0008220873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008958454,"about_ca_system_score_gemma":0.000009745969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009731067,"about_ca_topic_score_gemma":8.838373e-7,"domain_scores_codex":[0.9997037,0.000005861527,0.00006764482,0.0000306819,0.00008809369,0.0001040353],"domain_scores_gemma":[0.9998153,0.00001464929,0.00001386738,0.00006393585,0.00002093994,0.00007134264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001891013,0.00008616436,0.7483153,0.0000318693,0.00002572905,0.000009714145,0.000376357,2.40468e-7,0.0003818344,0.005185219,0.228298,0.01728767],"study_design_scores_gemma":[0.0001489358,0.00001260044,0.684777,0.000009633426,0.000008191767,0.00007936281,0.00002234675,0.00001403313,0.003259615,0.00006236688,0.3115761,0.00002988031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8412043,0.00129123,0.0006656726,0.0101081,0.0003337806,0.0001344544,0.00001103737,0.00009384997,0.1461576],"genre_scores_gemma":[0.9911372,0.00001368692,0.001221626,0.006260267,0.0002657998,0.000004107157,0.00002989514,0.000004943997,0.00106245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1499329,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351638470199385,"score_gpt":0.2703513989732526,"score_spread":0.2568350142712588,"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."}}