{"id":"W2991242814","doi":"10.1289/isesisee.2018.o03.02.12","title":"Characterization of Maternal Mechanisms Relevant to Metal Exposure-Mediated Infant Birth Weight Outcomes in the MIREC Study","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Carleton University; University of Ottawa; Health Canada","funders":"","keywords":"Medicine; Birth weight; Low birth weight; Environmental health; Pregnancy; Obstetrics; Pediatrics; 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":["insufficient_payload"],"category_scores_codex":[0.0009250842,0.0002049067,0.0003237427,0.00008252492,0.00007413493,0.00005125939,0.0005003909,0.00007603416,0.001018608],"category_scores_gemma":[0.0001601532,0.0001332783,0.0000517507,0.0003004652,0.0001149737,0.0003109337,0.000129823,0.0001533222,0.0008234621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003654368,"about_ca_system_score_gemma":0.00003206052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149134,"about_ca_topic_score_gemma":0.002868621,"domain_scores_codex":[0.9979289,0.0001839503,0.0005947921,0.0003462282,0.0006172985,0.0003288072],"domain_scores_gemma":[0.9991564,0.00008708787,0.0002062514,0.0003959592,0.00003655726,0.000117733],"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":[0.00008555195,0.000740252,0.1277258,0.000007466945,0.00003053145,0.00004185056,0.005224754,0.00004577653,0.8636792,0.0001290658,0.00001038324,0.002279427],"study_design_scores_gemma":[0.0003435519,0.0005758583,0.8878826,0.00001361455,0.00001315538,0.000003570398,0.0002037021,0.00001625755,0.1101499,0.0002055483,0.0004503801,0.0001418838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997088,0.000001243315,0.0002718557,0.0003221638,0.0002325511,0.000723367,0.00003291587,0.00002583134,0.001302061],"genre_scores_gemma":[0.9991312,0.000004217665,0.0001908949,0.0003760672,0.00003320593,0.00004599202,0.000009331953,0.00001234572,0.0001967202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7601569,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193638322618126,"score_gpt":0.2517365410562043,"score_spread":0.2323727087943917,"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."}}