{"id":"W7127239814","doi":"","title":"Assessment of the toxicological risk of chemical mixtures at workplace","year":2005,"lang":"","type":"article","venue":"","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université de Montréal","funders":"","keywords":"Risk assessment; MEDLINE; Hazardous waste; Work (physics); Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004478889,0.0001983031,0.0004898874,0.00003544953,0.00005745688,0.000004695389,0.0002400133,0.0002608914,0.007035209],"category_scores_gemma":[0.0003052991,0.0001078753,0.0003466553,0.0002336057,0.0003514366,0.00003784536,0.0002614331,0.0003904167,0.00002498244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467469,"about_ca_system_score_gemma":0.000242104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001542565,"about_ca_topic_score_gemma":0.00001247586,"domain_scores_codex":[0.9978614,0.0001694285,0.0007307719,0.0002722662,0.0007099634,0.0002561086],"domain_scores_gemma":[0.9983075,0.0005399507,0.0004214032,0.0004355406,0.0001704575,0.0001251801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003132858,0.001894875,0.6479436,0.00009520291,0.0003198344,0.000002323752,0.0001314787,0.0002290781,0.3188823,0.003923308,0.01372566,0.01253904],"study_design_scores_gemma":[0.001365568,0.0003956773,0.570978,0.0001235732,0.0002548458,0.000009606022,0.00005571123,0.00138352,0.4201645,0.00007334165,0.005085022,0.0001105699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579207,0.0007130938,0.0002172508,0.003196838,0.0001978407,0.0003836768,0.00003582947,0.000009540231,0.03732523],"genre_scores_gemma":[0.988658,0.0001169377,0.003823383,0.0005780992,0.0004634369,0.000006669677,0.000007247638,0.00001000671,0.006336284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012822,"threshold_uncertainty_score":0.9938725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125231843555683,"score_gpt":0.2991306400277433,"score_spread":0.2878783215921864,"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."}}