{"id":"W1966351268","doi":"10.1186/s12884-015-0535-y","title":"Psychological antecedents of excess gestational weight gain: a systematic review","year":2015,"lang":"en","type":"review","venue":"BMC Pregnancy and Childbirth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Foods; Western University; McMaster University; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research; Division of Graduate Education; McMaster University","keywords":"Weight gain; Medicine; Anxiety; Psychological intervention; Clinical psychology; Underweight; Weight change; Obesity; Overweight; Weight loss; Psychiatry; Body weight; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004614879,0.0003435597,0.002480458,0.0001819633,0.00004053322,0.00001731963,0.0002287865,0.0001378847,0.00008306165],"category_scores_gemma":[0.0004615956,0.0002161289,0.0003067616,0.0002596473,0.0001025434,0.00006321305,0.0001101789,0.0002625829,0.00007054379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004873004,"about_ca_system_score_gemma":0.0002284357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001102128,"about_ca_topic_score_gemma":8.791097e-7,"domain_scores_codex":[0.9972336,0.0003338845,0.0009359429,0.0004408136,0.0007680862,0.0002876429],"domain_scores_gemma":[0.9984042,0.0001887007,0.0004958787,0.0004585981,0.0002202299,0.0002323775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007789646,0.000219962,0.00003043,0.9493263,0.000209654,0.00002340868,0.00001206906,5.638162e-8,1.565131e-8,0.0006939091,0.0008088578,0.04866752],"study_design_scores_gemma":[0.0006044991,0.0002518973,0.0002387808,0.947419,0.001582656,0.0001163398,0.000007305038,0.000003189497,7.427629e-8,0.0001705697,0.04940804,0.0001976824],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003339585,0.9930931,0.0001254096,0.00002505581,0.00005827392,0.004418598,0.0001262993,0.00002737719,0.002122597],"genre_scores_gemma":[0.00001700566,0.997118,0.0004563466,0.0001501574,0.00004445168,0.000731136,0.0004720534,0.00002846122,0.0009824171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04859918,"threshold_uncertainty_score":0.8813481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08760894288909148,"score_gpt":0.4002351973290649,"score_spread":0.3126262544399734,"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."}}