{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001456127,0.0003687102,0.000792387,0.001016087,0.0007703629,0.002137747,0.0007718281,0.001447565,0.003467687],"category_scores_gemma":[0.001804624,0.0001603974,0.0006593167,0.0006371284,0.001443904,0.001295114,0.001701404,0.002491278,0.0003050579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007687928,"about_ca_system_score_gemma":0.002188947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544574,"about_ca_topic_score_gemma":0.005279992,"domain_scores_codex":[0.9993249,0.0004094907,0.0000520465,0.00004475757,0.0001130982,0.00005574336],"domain_scores_gemma":[0.9991123,0.0006432507,0.00006512491,0.00002624943,0.0000850197,0.00006793757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003396026,0.0005840018,0.001970028,0.04248274,0.0005452569,0.001013044,0.007129351,0.0003035175,0.002188139,0.05005325,0.02265543,0.8707355],"study_design_scores_gemma":[0.0001812035,0.0008512958,0.01464955,0.08586981,0.0009562553,0.004124109,0.01103004,0.0003438051,0.0006750463,0.05429292,0.8269449,0.00008107708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005868758,0.9416028,0.001577834,0.03157213,0.001787793,0.00005483558,0.00005464305,0.00002169885,0.01745948],"genre_scores_gemma":[0.04028075,0.9436963,0.004881616,0.007577574,0.0009376779,0.0001202308,0.00004808051,0.000007928909,0.00244988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003467687,"threshold_uncertainty_score":0.01160055,"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."}}