{"id":"W4321485157","doi":"10.1017/9781108975780.008","title":"Obesity in Pregnancy","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Motivational interviewing; Body mass index; Mood; Obesity; Medicine; Interview; Weight management; Primary care; Pregnancy; Family medicine; Obstetrics; Clinical psychology; Nursing; Weight loss; Endocrinology; Intervention (counseling)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001790258,0.0003652537,0.0001859013,0.0004632209,0.0005918945,0.0007829566,0.000246055,0.0008398236,0.01101733],"category_scores_gemma":[0.0005379856,0.0002169632,0.0001886904,0.0005331811,0.0004208961,0.0005365911,0.0006190249,0.001479632,0.00360611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004849098,"about_ca_system_score_gemma":0.0008647289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004406813,"about_ca_topic_score_gemma":0.01682862,"domain_scores_codex":[0.9999284,0.0000193758,0.000003892228,0.000006672526,0.00003026159,0.0000114006],"domain_scores_gemma":[0.9999282,0.00003803481,0.000005843271,0.000003610083,0.000008250225,0.00001600292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003907027,0.0001019457,0.0008046759,0.0005646407,0.000006359418,0.001343024,0.002252042,0.0002093352,0.0006098771,0.03458953,0.4561226,0.5033568],"study_design_scores_gemma":[0.000004696266,0.00003645037,0.002193485,0.0008081702,0.000004116493,0.002691655,0.0003961995,0.00005807662,0.00005480157,0.0043944,0.9893528,0.000005170812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00468639,0.3898118,0.0008989832,0.0176174,0.007762472,0.00006900306,0.00009449968,0.00007294984,0.5789865],"genre_scores_gemma":[0.02723071,0.3791269,0.001984106,0.01246686,0.002377677,0.00009271118,0.0001304904,0.0000590681,0.5765316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01101733,"threshold_uncertainty_score":0.03685659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09730002229485057,"score_gpt":0.3441914937152198,"score_spread":0.2468914714203692,"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."}}