{"id":"W4211242141","doi":"10.1093/ajcn/nqab376","title":"Thinking ahead: Brazilian healthcare providers also need culturally relevant tools to communicate gestational weight gain recommendations","year":2021,"lang":"en","type":"letter","venue":"American Journal of Clinical Nutrition","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Obesity Network; Brock University; Dalhousie University; University of Ottawa","funders":"","keywords":"Weight gain; Health care; Medicine; Nursing; Body weight; Endocrinology; Political science","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":[0.00551384,0.0005779672,0.0007498965,0.0005053383,0.007161707,0.004229717,0.001093436,0.0347745,0.009562443],"category_scores_gemma":[0.04554478,0.0006070732,0.0007419904,0.0006176623,0.002877654,0.003880392,0.002773605,0.03862649,0.003503337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006879291,"about_ca_system_score_gemma":0.01187719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04036734,"about_ca_topic_score_gemma":0.05630393,"domain_scores_codex":[0.9957481,0.00166667,0.0005695334,0.0003128177,0.0007583885,0.0009445114],"domain_scores_gemma":[0.9795076,0.009621077,0.001617519,0.0004808521,0.004397705,0.004375267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004496178,0.00006572919,0.0047096,0.0001154575,0.00002084403,0.00729473,0.005406003,0.00005335358,0.0004399979,0.00547773,0.9541441,0.0222275],"study_design_scores_gemma":[0.0001160761,0.00006785472,0.003664099,0.00129379,0.00006466832,0.008723791,0.02213678,0.0004115305,0.0002808729,0.01264547,0.950484,0.0001110332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004663133,0.0001914889,0.00004003148,0.995536,0.0025652,0.000003644075,0.00000710021,0.000003892672,0.001186342],"genre_scores_gemma":[0.006983631,0.000528472,0.0002687484,0.9842918,0.004026784,0.00002425876,0.000008324265,0.00001390887,0.003853944],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04036734,"threshold_uncertainty_score":0.08026475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0843658784895263,"score_gpt":0.418025028923863,"score_spread":0.3336591504343367,"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."}}