{"id":"W4288710353","doi":"10.1186/s12884-022-04940-4","title":"Exploring weight bias internalization in pregnancy","year":2022,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Calgary; Women's College Hospital; Queen's University; University of Ottawa; Dalhousie University; Canadian Obesity Network; Concordia University; Brock University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Pregnancy; Weight gain; Body mass index; Obesity; Reproductive medicine; Gestation; Obstetrics; Weight stigma; Gynecology; Overweight; Internal medicine; Body weight","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009382525,0.000352452,0.0003438102,0.0009511432,0.00147174,0.002098811,0.000650886,0.0005268817,0.00121712],"category_scores_gemma":[0.02351805,0.000285213,0.0009279436,0.0006458074,0.003187582,0.001048985,0.003476405,0.00167879,0.00007246003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00285246,"about_ca_system_score_gemma":0.003246181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008385686,"about_ca_topic_score_gemma":0.01131407,"domain_scores_codex":[0.994408,0.003328366,0.0002989436,0.0002496412,0.001295035,0.0004199549],"domain_scores_gemma":[0.9854413,0.006794652,0.005148104,0.0007490498,0.001185055,0.0006819051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001535209,0.0002085903,0.8259053,0.0002991043,0.0001644239,0.0002445189,0.1053626,0.0002170248,0.0006816961,0.002643415,0.0004125094,0.06370746],"study_design_scores_gemma":[0.00001800571,0.0002354028,0.8828625,0.0007052799,0.0001006541,0.00061619,0.1060661,0.001280642,0.0007033877,0.00367681,0.003679107,0.00005595781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935334,0.0004097838,0.001174735,0.0005729036,0.00001911282,0.00008311286,0.00002996123,0.000004102784,0.004173052],"genre_scores_gemma":[0.9986492,0.0002341921,0.0007868988,0.0001007996,0.000005214239,0.00005737176,0.00002102882,0.000001619592,0.0001436343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009382525,"threshold_uncertainty_score":0.04962015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2448880223963482,"score_gpt":0.3959054316728574,"score_spread":0.1510174092765092,"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."}}