{"id":"W1974680028","doi":"10.1258/om.2011.110006","title":"An assessment of patient information channels and knowledge of physical activity and nutrition during pregnancy","year":2011,"lang":"en","type":"article","venue":"Obstetric Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Institute of Nutrition, Metabolism and Diabetes; Canadian Institutes of Health Research","keywords":"Medicine; Pregnancy; Weight gain; Gestation; Obesity; Intervention (counseling); Gestational diabetes; Physical therapy; Disease; Family medicine; Obstetrics; Nursing; Body weight; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004787727,0.0001793285,0.0003538241,0.001197012,0.0003860601,0.001001312,0.0002641789,0.0004498616,0.003231005],"category_scores_gemma":[0.03126873,0.0001823151,0.0004506604,0.001193648,0.0002317505,0.0009363087,0.0006804739,0.0005630688,0.0002824783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005558144,"about_ca_system_score_gemma":0.001000271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951394,"about_ca_topic_score_gemma":0.001796727,"domain_scores_codex":[0.9956487,0.002212351,0.0008082786,0.0002121521,0.0008329068,0.0002857072],"domain_scores_gemma":[0.9667858,0.02064905,0.008397097,0.0007120921,0.00214871,0.001307243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004366966,0.0002461523,0.9793358,0.0001055789,0.00006580305,0.00005633353,0.001491387,0.00006735016,0.0001607531,0.00002536433,0.0002895903,0.01771908],"study_design_scores_gemma":[0.00004710765,0.00142343,0.9931803,0.00009360454,0.0001126336,0.0003379802,0.00245648,0.0007284998,0.0002825769,0.0000601037,0.001253688,0.0000235592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967601,0.0002095905,0.0001911361,0.0002140537,0.000005015597,0.0001205541,0.0005321911,0.00001313862,0.001954438],"genre_scores_gemma":[0.9986982,0.0001960629,0.0004642334,0.00006161626,0.000007435781,0.0001098886,0.0002471919,0.00000227774,0.0002130048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004787727,"threshold_uncertainty_score":0.02532023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665803708360871,"score_gpt":0.3288839112989105,"score_spread":0.3022258742153018,"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."}}