{"id":"W2468731795","doi":"10.9778/cmajo.20150132","title":"Patterns and trajectories of gestational weight gain: a prospective cohort study","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Alberta; Alberta Health Services","funders":"Alberta Innovates","keywords":"Weight gain; Underweight; Medicine; Overweight; Body mass index; Gestation; Prospective cohort study; Obstetrics; Pregnancy; Gestational age; Pediatrics; Cohort study; Body weight; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.00114759,0.0004328406,0.0003850921,0.0008470652,0.001163775,0.0009305825,0.000900155,0.0005062305,0.0009091616],"category_scores_gemma":[0.001895198,0.0006000149,0.0005924787,0.001900561,0.0004388731,0.0003865278,0.0008144578,0.0008949626,0.0002246622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109695,"about_ca_system_score_gemma":0.002285586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4533024,"about_ca_topic_score_gemma":0.550236,"domain_scores_codex":[0.9992365,0.0001391574,0.00004704029,0.0001736189,0.0002111946,0.0001925536],"domain_scores_gemma":[0.9987699,0.0001270689,0.0003495668,0.0001857897,0.0002395255,0.0003280116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007266761,0.00002400866,0.9988359,0.000003731253,0.00004383611,0.00005388849,0.0002040602,0.00002189182,0.00008364548,0.00001170646,0.0001096492,0.0005349866],"study_design_scores_gemma":[0.000007902396,0.00004344631,0.9994336,0.000005697563,0.00002327785,0.00005812572,0.000218459,0.00008849432,0.00001018494,0.000007215663,0.0001001678,0.000003418311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987513,0.0001325094,0.00009479687,0.00004190841,0.000004780049,0.00002716634,0.0007465701,0.000003926374,0.0001970351],"genre_scores_gemma":[0.9982298,0.0001803779,0.0002607908,0.0000424269,0.000005201726,0.00002708261,0.0009961583,0.000003152393,0.0002550051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4533024,"threshold_uncertainty_score":0.9013277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287794678817008,"score_gpt":0.3230705050848099,"score_spread":0.3001925582966398,"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."}}