{"id":"W2040145044","doi":"10.3109/0167482x.2014.993311","title":"Psychological factors and trimester-specific gestational weight gain: a systematic review","year":2014,"lang":"en","type":"review","venue":"Journal of Psychosomatic Obstetrics & Gynecology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Anxiety; Clinical psychology; Psychology; Weight gain; Personality; Affect (linguistics); Cognition; Observational study; Medicine; Developmental psychology; Psychiatry; Body weight; Social psychology; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001712611,0.0006381552,0.006061765,0.001481231,0.0000829183,0.00007154242,0.0005157602,0.0004363297,0.0003034563],"category_scores_gemma":[0.01200286,0.0003839899,0.001099744,0.001045672,0.0001793689,0.0001168548,0.00008710301,0.001058622,0.0001469841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004073013,"about_ca_system_score_gemma":0.0003058673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.952154e-7,"about_ca_topic_score_gemma":1.953993e-7,"domain_scores_codex":[0.9931412,0.001179022,0.003443201,0.0004778628,0.0012049,0.0005538526],"domain_scores_gemma":[0.9823732,0.01272284,0.003037447,0.0006032604,0.0006603885,0.0006028325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009497528,0.0005231812,0.00007855752,0.927793,0.0008893841,0.0002539224,0.00003058657,1.281479e-7,1.846404e-7,0.0006965904,0.01681752,0.05290742],"study_design_scores_gemma":[0.001382872,0.001668688,0.0006106351,0.3746142,0.004778103,0.001160749,0.00002764312,0.000006193796,5.422441e-8,0.0005634861,0.6148434,0.0003439668],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008439065,0.9937047,0.0004056892,0.00052888,0.001320816,0.003303322,0.00001896724,0.00001912611,0.0006141027],"genre_scores_gemma":[0.00007382678,0.9961975,0.001960547,0.0007297252,0.0001676176,0.0001413399,0.0000863739,0.00006294988,0.0005801371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5980259,"threshold_uncertainty_score":0.9998612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05878603851185706,"score_gpt":0.3805349429046472,"score_spread":0.3217489043927901,"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."}}