{"id":"W3003990538","doi":"10.1111/ppe.12647","title":"The 3G Multigenerational Cohort of Nova Scotian women and their mothers and offspring","year":2020,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia; Dalhousie University","funders":"IWK Health Centre","keywords":"Medicine; Cohort; Pregnancy; Offspring; Cohort study; Population; Epidemiology; Obstetrics; Nova scotia; Demography; Retrospective cohort study; Pediatrics; Environmental health; Internal medicine","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":[0.0008924093,0.0001126759,0.0003852815,0.0000337177,0.0001379758,0.000004018253,0.00003822462,0.00009059245,0.00002898198],"category_scores_gemma":[0.00069484,0.00007018314,0.00002302803,0.00007487775,0.0002548646,0.00002710536,0.00006466457,0.0001652139,0.000001584219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001725349,"about_ca_system_score_gemma":0.00008806944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062326,"about_ca_topic_score_gemma":0.00001658173,"domain_scores_codex":[0.9990446,0.0001068113,0.000316973,0.0002367117,0.00004794154,0.0002469403],"domain_scores_gemma":[0.9987991,0.0007584178,0.0001017273,0.00007309332,0.00003174294,0.0002358953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001067851,0.000007316047,0.9718708,0.0002139155,0.00005495414,0.000001924516,0.002163238,0.000002409763,0.0002046246,0.008793188,0.0002118241,0.01636896],"study_design_scores_gemma":[0.0007409058,0.0002540638,0.9890268,0.000006978489,0.000011415,0.0000483659,0.0005867731,0.002476464,0.00003881365,0.001774649,0.004944197,0.00009056774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982534,0.008095623,0.0003679846,0.008417812,0.00009647156,0.0001997018,0.00001503244,0.00001304234,0.0002603544],"genre_scores_gemma":[0.9444602,0.05133052,0.00116986,0.002782434,0.0002161632,0.00001058598,0.000006236459,0.000008397398,0.00001558458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0432349,"threshold_uncertainty_score":0.2861986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04113232942113391,"score_gpt":0.2972108283503501,"score_spread":0.2560784989292162,"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."}}