{"id":"W4414321025","doi":"10.54434/candj.214","title":"Supporting Perinatal Health in Individuals with Obesity: Integrative and Naturopathic Perspectives","year":2025,"lang":"en","type":"article","venue":"CAND Journal","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Psychological intervention; Pregnancy; Obesity; Postpartum period; Weight management; Mental health; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004818088,0.0001409543,0.0003987753,0.0002189518,0.0001619853,0.0000598815,0.00005651305,0.00004951902,0.00002123558],"category_scores_gemma":[0.0001989992,0.00009615615,0.00004263223,0.0002703,0.0001894123,0.0001206209,0.00005640609,0.001052296,9.597395e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606818,"about_ca_system_score_gemma":0.0005631424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005631803,"about_ca_topic_score_gemma":0.0001221231,"domain_scores_codex":[0.9989997,0.0001170479,0.0002071216,0.0002088203,0.0001825228,0.0002848187],"domain_scores_gemma":[0.9994059,0.00007835659,0.0001327883,0.00008518169,0.0001188547,0.0001788772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005810456,0.0007671608,0.9854,0.00009768824,0.00008441853,0.0001503845,0.005070442,0.000001052672,0.0000706955,0.003042206,0.0001778921,0.005079943],"study_design_scores_gemma":[0.00165051,0.0006870719,0.9811802,0.0007270888,0.00003225868,0.0005261886,0.01256265,0.00004660067,0.000301866,0.00188963,0.0002968922,0.00009905607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920975,0.001873546,0.00005792624,0.004349432,0.00005869252,0.0001836708,0.000007021838,0.00001385527,0.001358329],"genre_scores_gemma":[0.9985574,0.000130445,0.0002840317,0.0004808251,0.000110744,0.000002945427,0.00000145746,0.000009461295,0.0004226734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007492213,"threshold_uncertainty_score":0.4571762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008421434488781741,"score_gpt":0.3119867198782218,"score_spread":0.3035652853894401,"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."}}