{"id":"W2587144538","doi":"10.1093/ije/dyw363","title":"Cohort Profile: The All Our Babies pregnancy cohort (AOB)","year":2016,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"University of Calgary; Alberta Health Services","keywords":"Cohort; Medicine; Pregnancy; Cohort study; Obstetrics; Pediatrics; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003123226,0.0001437282,0.00055041,0.000153864,0.00004666965,0.000005865278,0.0004062928,0.0001378349,0.0003289268],"category_scores_gemma":[0.004135811,0.00006649794,0.0001836069,0.00004715507,0.0001242013,0.0001139766,0.00006659246,0.0003514869,0.0001061047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323488,"about_ca_system_score_gemma":0.0004334803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003350022,"about_ca_topic_score_gemma":0.0000140067,"domain_scores_codex":[0.997636,0.0003574346,0.001123733,0.0001929529,0.0003662476,0.0003236474],"domain_scores_gemma":[0.9971107,0.000909478,0.0008315652,0.0001900164,0.0007702878,0.0001879516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002112158,0.00006778926,0.8878794,0.0000125981,0.0007707946,0.00009709716,0.00007641727,8.286618e-7,0.0004217156,0.04455365,0.05264895,0.01325951],"study_design_scores_gemma":[0.001227877,0.0002518202,0.927568,0.0005934749,0.0000847848,0.002092854,0.00004958496,0.00001272033,0.000215809,0.03064323,0.03717082,0.00008897956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4200777,0.004659311,0.009533011,0.5375025,0.008529074,0.0009481489,0.00004641958,0.00005374272,0.01865005],"genre_scores_gemma":[0.9146784,0.06328659,0.004750804,0.01438551,0.001676594,0.00002485155,0.00001360669,0.0000210478,0.001162609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.523117,"threshold_uncertainty_score":0.4951251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07445295959218497,"score_gpt":0.3994988366525937,"score_spread":0.3250458770604088,"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."}}