{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007757354,0.001009372,0.0005640102,0.001388736,0.0005821732,0.0009803206,0.0008442932,0.001037486,0.01675764],"category_scores_gemma":[0.001320429,0.0003360747,0.0005080441,0.0009916056,0.0005166848,0.0007799946,0.001012311,0.001535282,0.006910337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202157,"about_ca_system_score_gemma":0.0004470394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005902374,"about_ca_topic_score_gemma":0.001137874,"domain_scores_codex":[0.9981737,0.0003721029,0.0001182108,0.0003542847,0.000821139,0.0001605387],"domain_scores_gemma":[0.9993988,0.0001228318,0.00008433681,0.00007192154,0.0002603089,0.0000617643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007538641,0.0004486399,0.001808744,0.003376485,0.00006502754,0.001476638,0.0002991752,0.0005757163,0.7200441,0.01135658,0.02346669,0.2363283],"study_design_scores_gemma":[0.00006386747,0.001434792,0.003456255,0.0005007833,0.00006331076,0.003873477,0.0001710947,0.0006406441,0.5442657,0.002299051,0.4431768,0.00005427106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2184818,0.2711277,0.1924778,0.005011356,0.008864732,0.002613247,0.003038213,0.003659754,0.2947254],"genre_scores_gemma":[0.511919,0.1562916,0.1329317,0.005984304,0.002089747,0.001829311,0.004076437,0.0007890461,0.1840889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01675764,"threshold_uncertainty_score":0.0560599,"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."}}