{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162279,0.0004563252,0.0006023576,0.001379464,0.002792348,0.001130414,0.00134541,0.0006732136,0.001810289],"category_scores_gemma":[0.002484321,0.0007303614,0.0008838249,0.00389021,0.0004793046,0.0004582443,0.0009115883,0.0009845124,0.0002354919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008595123,"about_ca_system_score_gemma":0.01143842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975325,"about_ca_topic_score_gemma":0.9723271,"domain_scores_codex":[0.9990163,0.00007628345,0.00006403185,0.0002412636,0.0003424147,0.0002596841],"domain_scores_gemma":[0.9988951,0.00007415211,0.000284011,0.00009083808,0.0003786707,0.0002772092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155536,0.0000390736,0.9949678,0.00005522086,0.0001008071,0.0001934829,0.0008397325,0.0000445972,0.0002767412,0.00009309838,0.0007459816,0.002527964],"study_design_scores_gemma":[0.00001137969,0.00003125366,0.9983611,0.00004700445,0.00005360997,0.0001027406,0.00054421,0.0001164977,0.00003042184,0.00002026056,0.0006704758,0.00001090862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905184,0.001829617,0.000195217,0.0003723883,0.0000218535,0.00009672573,0.004983482,0.00001037825,0.00197197],"genre_scores_gemma":[0.9949025,0.001676732,0.0002845469,0.0001300071,0.000007929901,0.00004931285,0.001986901,0.000007531616,0.000954462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02467495,"threshold_uncertainty_score":0.06236225,"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."}}