{"id":"W4293438337","doi":"10.1016/j.jogc.2022.07.006","title":"Optimal Gestational Weight Gain for Women With Obesity","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Weight gain; Obesity; Obstetrics; Weight change; Gestational age; Pediatrics; Pregnancy; Weight loss; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004062542,0.0002155468,0.0003909544,0.0004749496,0.0003579552,0.0004404137,0.0002411905,0.0005435689,0.002038292],"category_scores_gemma":[0.004067568,0.0001265123,0.000359857,0.000479696,0.0001314899,0.0002553831,0.000319382,0.0009331004,0.0001319451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438761,"about_ca_system_score_gemma":0.004321521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.125309,"about_ca_topic_score_gemma":0.1724374,"domain_scores_codex":[0.9997601,0.00005752362,0.00002329032,0.0000165704,0.00005801538,0.00008458997],"domain_scores_gemma":[0.9995536,0.0001489148,0.00007882543,0.000009550034,0.00004331603,0.0001656039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008725996,0.001748202,0.3203681,0.0008614705,0.0004069027,0.001377402,0.0004511657,0.001910583,0.002017058,0.001646482,0.02282749,0.6376592],"study_design_scores_gemma":[0.00243746,0.002614167,0.9655946,0.001834774,0.000752804,0.002112612,0.001332586,0.003589785,0.0005855227,0.003533612,0.01556457,0.00004749059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527904,0.08030216,0.001192316,0.04036912,0.001331686,0.0002023771,0.001138091,0.00007645536,0.02259756],"genre_scores_gemma":[0.9805439,0.01475208,0.001533877,0.001276946,0.000261614,0.0000676476,0.0003294907,0.00001176641,0.001222718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125309,"threshold_uncertainty_score":0.2491592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009690017187538537,"score_gpt":0.232637009892145,"score_spread":0.2229469927046065,"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."}}