{"id":"W2024528853","doi":"10.1136/bmj.g5549","title":"Unhealthy lifestyles and gestational diabetes","year":2014,"lang":"en","type":"letter","venue":"BMJ","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Royal Victoria Regional Health Centre; Royal Victoria Hospital","funders":"","keywords":"Gestational diabetes; Diabetes mellitus; Medicine; Obstetrics; Gestation; Pregnancy; Endocrinology; Biology","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":[0.003095534,0.0008840254,0.001604159,0.001091624,0.006375413,0.004111323,0.001762777,0.09557087,0.01363702],"category_scores_gemma":[0.04421946,0.00139983,0.00176476,0.00112636,0.003555856,0.004085194,0.002671273,0.06076741,0.004814868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006060213,"about_ca_system_score_gemma":0.008900495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185431,"about_ca_topic_score_gemma":0.02952654,"domain_scores_codex":[0.996532,0.001074003,0.0005548376,0.0003012723,0.0009646612,0.0005731856],"domain_scores_gemma":[0.9854139,0.008632167,0.001227436,0.0003653314,0.001227053,0.003133982],"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":[0.0001108749,0.0001144239,0.002746627,0.0001562002,0.00004394034,0.004782529,0.0003742829,0.00009847603,0.0001711989,0.003584086,0.9743184,0.01349896],"study_design_scores_gemma":[0.0006938942,0.0003036324,0.01129394,0.003182843,0.0002372686,0.007659386,0.002059703,0.001164501,0.0003596314,0.01756868,0.9552907,0.0001857745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005230167,0.0009654149,0.00003391318,0.9830746,0.01292745,0.00001350273,0.0000393699,0.00000806808,0.002414668],"genre_scores_gemma":[0.004611319,0.002079821,0.0001302167,0.9312085,0.0532187,0.00006370634,0.00003817624,0.00001677175,0.00863277],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09557087,"threshold_uncertainty_score":0.04562032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120266987412251,"score_gpt":0.3290478527024719,"score_spread":0.2978451828283494,"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."}}