{"id":"W2553386305","doi":"10.11575/prism/33659","title":"The Alberta Pregnancy Outcomes and Nutrition (APrON) cohort study: rationale and methods","year":2014,"lang":"en","type":"other","venue":"University of Calgary","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Medicine; Prospective cohort study; Offspring; Obstetrics; Cohort; Cohort study; Gestation; Environmental health; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001576279,0.00007508602,0.0001897854,0.00009295692,0.0000712855,0.000006850263,0.00005332371,0.00004840154,0.0002001905],"category_scores_gemma":[0.00006935903,0.00005973323,0.00002799119,0.00003231415,0.0001290411,0.00001962888,0.00008149013,0.0000715778,0.000005310036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001502937,"about_ca_system_score_gemma":0.0000265386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007514347,"about_ca_topic_score_gemma":0.0008462679,"domain_scores_codex":[0.9994246,0.0001005937,0.00005703119,0.0001482071,0.0001874536,0.00008208059],"domain_scores_gemma":[0.9994882,0.0002154832,0.00005630018,0.0001354805,0.00004272411,0.00006184903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002847414,0.0009704847,0.460049,0.002926162,0.002614443,0.00005019722,0.0006501251,2.253324e-7,0.00003271535,0.0177361,0.3463183,0.1683675],"study_design_scores_gemma":[0.001617711,0.0002385028,0.4508124,0.000275269,0.0001992214,6.883113e-7,0.0003126614,0.00008780527,0.000001509843,0.0001700054,0.5462136,0.00007057777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004890332,0.006016644,0.006266804,0.002290409,0.0001108813,0.007866336,0.00002620317,0.00005410141,0.9724783],"genre_scores_gemma":[0.0005832872,0.002166373,0.006900444,0.00004245321,0.00001363053,0.00000403217,0.00008758494,0.0000291197,0.9901731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1998953,"threshold_uncertainty_score":0.2435851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062726969000983,"score_gpt":0.2786337464837985,"score_spread":0.2680064767937887,"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."}}