{"id":"W2761630743","doi":"10.1097/ede.0000000000000698","title":"Birth Cohort Consortium of Asia","year":2017,"lang":"en","type":"article","venue":"Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Taiwan University; National Taiwan University Hospital; National Science Council","keywords":"Cohort; Environmental health; Cohort study; Medicine; Demography; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01395229,0.001071552,0.001110176,0.004319191,0.002518774,0.002708154,0.003751744,0.001466638,0.0267236],"category_scores_gemma":[0.02484198,0.000698744,0.001130326,0.006150013,0.0004669903,0.001250328,0.005142901,0.002169243,0.01138351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094267,"about_ca_system_score_gemma":0.0141619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04918487,"about_ca_topic_score_gemma":0.03040594,"domain_scores_codex":[0.9934112,0.00224152,0.0009743551,0.001411889,0.001278662,0.0006823298],"domain_scores_gemma":[0.9771544,0.001497604,0.001915544,0.005846856,0.01172555,0.001859997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003016002,0.0002848635,0.4009784,0.001749435,0.001125084,0.001099116,0.001656448,0.0004571952,0.001005688,0.01236784,0.4594901,0.1167697],"study_design_scores_gemma":[0.001273167,0.0004379874,0.3545928,0.001844604,0.0009134501,0.001353172,0.001116133,0.001179893,0.001158065,0.00479318,0.6312161,0.0001214044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08226946,0.008765714,0.03384696,0.009312377,0.005244351,0.01917071,0.7032349,0.002508133,0.1356473],"genre_scores_gemma":[0.2359103,0.008386054,0.05222005,0.009351939,0.001907449,0.08712019,0.5072149,0.001310166,0.09657892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04918487,"threshold_uncertainty_score":0.09779716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255854456805927,"score_gpt":0.3416365655697603,"score_spread":0.289078021001701,"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."}}