{"id":"W4225248661","doi":"10.1093/annweh/wxac024","title":"Pregnancy Outcome in Women Exposed to Metal Fume in Welding: A Canadian Cohort Study","year":2022,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; WorkSafeBC","keywords":"Pregnancy; Welding; Medicine; Occupational hygiene; Cohort study; Cohort; Environmental health; Occupational safety and health; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273985,0.0001544249,0.0004880456,0.0002359629,0.0001915323,0.00001504151,0.0002361389,0.00003467438,0.0006988327],"category_scores_gemma":[0.00004120786,0.0001536152,0.00004132712,0.0008737349,0.00003475044,0.00009830627,0.0002234277,0.0002554046,0.00001205003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962987,"about_ca_system_score_gemma":0.0001036369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1772792,"about_ca_topic_score_gemma":0.2598548,"domain_scores_codex":[0.9974853,0.000317326,0.0006634135,0.0004090233,0.0004020908,0.0007228371],"domain_scores_gemma":[0.9990621,0.00003606506,0.0001093488,0.0002635457,0.000005955297,0.0005229517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005170317,0.0003349775,0.982317,0.00001178384,0.00001120061,0.00003390244,0.007190415,0.0004390752,0.00001349969,0.00002280221,0.0005216417,0.009051986],"study_design_scores_gemma":[0.0003826288,0.0012295,0.9932359,0.00002433696,0.000001654482,0.000001448311,0.001887687,0.000003975944,0.00002936597,0.0001327295,0.002925857,0.000144873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934516,0.0004368498,9.819372e-7,0.003939902,0.00007832686,0.001112162,0.00001431216,0.000009149359,0.0009567311],"genre_scores_gemma":[0.9963098,0.00006170192,0.0000625952,0.00306177,0.00001075494,0.0002426856,0.000002332587,0.0000132127,0.0002351184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08257558,"threshold_uncertainty_score":0.8281994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08916285188410088,"score_gpt":0.3428879834654708,"score_spread":0.2537251315813699,"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."}}