{"id":"W2974310134","doi":"10.1001/jama.2019.10946","title":"Optimal Gestational Weight Gain","year":2019,"lang":"en","type":"letter","venue":"JAMA","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":[0.0003490153,0.0002555528,0.0002885126,0.0004540125,0.0007571544,0.0004611693,0.0002689522,0.002640668,0.01963139],"category_scores_gemma":[0.00373811,0.0001152368,0.0002978037,0.0002672781,0.0003370249,0.0006585565,0.0004630743,0.00372872,0.006824637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168341,"about_ca_system_score_gemma":0.001087421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005633397,"about_ca_topic_score_gemma":0.007733914,"domain_scores_codex":[0.9997434,0.00005834838,0.00002745607,0.00003999726,0.00007720821,0.0000535655],"domain_scores_gemma":[0.9996378,0.0001333325,0.00002538786,0.00003061543,0.00007153469,0.0001012901],"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":[0.0002714053,0.000135853,0.00984888,0.0001030006,0.00001534947,0.00771026,0.0001106062,0.00009560552,0.0005359121,0.007582768,0.8471538,0.1264365],"study_design_scores_gemma":[0.0001458616,0.000223803,0.02230926,0.001144693,0.00002797918,0.02076897,0.0003051792,0.0004441339,0.0005941479,0.01380385,0.9402044,0.00002768033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01239827,0.01270634,0.001422628,0.6487353,0.02044355,0.0001340061,0.001331196,0.0003066412,0.302522],"genre_scores_gemma":[0.2271532,0.02833047,0.005915765,0.402499,0.03102316,0.0005127951,0.001902201,0.0002334202,0.30243],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01963139,"threshold_uncertainty_score":0.06567353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.067198577404573,"score_gpt":0.4253956508435508,"score_spread":0.3581970734389778,"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."}}