{"id":"W2947048497","doi":"10.1136/bmjopen-2018-026276","title":"Western Australian pregnancy cohort (Raine) Study: Generation 1","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Western Australia; University of Notre Dame Australia; Murdoch University; Raine Medical Research Foundation; Healthway; Medical Research Council; University of Notre Dame; Edith Cowan University; Princess Margaret Hospital Foundation; Telstra Foundation; Curtin University of Technology; Asthma Foundation of Western Australia; Wellcome Trust; Pfizer; National Health and Medical Research Council; Women and Infants Research Foundation; Spinnaker Health Research Foundation; Telethon Kids Institute","keywords":"Medicine; Overweight; Offspring; Pregnancy; Obesity; Cohort study; Demography; Cohort; Socioeconomic status; Pediatrics; Longitudinal study; Life course approach; Gerontology; Environmental health; Population; Developmental psychology; Psychology; Endocrinology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533029,0.0004385453,0.0005125658,0.0004323079,0.0009552081,0.0003972288,0.0006756288,0.0005698976,0.002538408],"category_scores_gemma":[0.0025267,0.0005205738,0.0004760643,0.0007922201,0.0002550983,0.0005980591,0.001459694,0.0006918909,0.0006622873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005274694,"about_ca_system_score_gemma":0.0007332479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07622761,"about_ca_topic_score_gemma":0.113037,"domain_scores_codex":[0.9991719,0.000284933,0.00006523969,0.0001553834,0.0001712649,0.0001512896],"domain_scores_gemma":[0.9993038,0.00006397861,0.0002001351,0.0001938433,0.000135375,0.0001028358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000755457,0.0002886873,0.9734955,0.0001741246,0.0002396878,0.001194022,0.004890311,0.0001082276,0.00121322,0.0005663905,0.007156529,0.009917798],"study_design_scores_gemma":[0.00006065606,0.0001465092,0.9954462,0.00004083825,0.00004655148,0.0003705949,0.0005744924,0.00009084468,0.00005536926,0.00008231724,0.00307589,0.000009867932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852452,0.0005633791,0.0007875239,0.0005291473,0.00003597591,0.00100507,0.008251342,0.00002071425,0.003561708],"genre_scores_gemma":[0.9784644,0.0008191275,0.002762794,0.0009574663,0.00004381583,0.002297001,0.007743375,0.00002410959,0.00688779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07622761,"threshold_uncertainty_score":0.1515678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561819801325681,"score_gpt":0.4596332401276831,"score_spread":0.303451259995115,"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."}}