{"id":"W3035762266","doi":"10.1017/s0029665120000361","title":"Participant engagement with a text message delivered intervention for weight loss and maintenance of weight loss in the postpartum period","year":2020,"lang":"en","type":"article","venue":"Proceedings of The Nutrition Society","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Weight management; Psychological intervention; Intervention (counseling); Weight loss; Randomized controlled trial; Text message; Medicine; Postpartum period; Physical therapy; Psychology; Obesity; Nursing; Pregnancy; Computer science","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":[0.001963896,0.0002549021,0.0003024631,0.0001906111,0.0003630985,0.0002843851,0.000345348,0.0004057355,0.004550749],"category_scores_gemma":[0.004753341,0.0001494748,0.0002750826,0.0001364151,0.0001992057,0.0002157663,0.0005347092,0.0003896787,0.0003263539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880369,"about_ca_system_score_gemma":0.0006763725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007036693,"about_ca_topic_score_gemma":0.0007201058,"domain_scores_codex":[0.9990194,0.0006647168,0.00005153203,0.00006718005,0.0001007585,0.00009638511],"domain_scores_gemma":[0.9988762,0.0007171248,0.0001429918,0.00003882435,0.00009018018,0.0001346886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03872471,0.05835468,0.06322144,0.004495899,0.0002806616,0.000618891,0.04984995,0.0006436869,0.03298547,0.0003715882,0.004249549,0.7462034],"study_design_scores_gemma":[0.02392179,0.3450651,0.5528628,0.002474497,0.0008831203,0.0005616715,0.02597268,0.004720079,0.02166391,0.001056491,0.02069589,0.0001219609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971775,0.00008869391,0.0005211175,0.0001662185,0.00001826649,0.0007914949,0.0000648651,0.00001802395,0.00115386],"genre_scores_gemma":[0.9927768,0.0001530833,0.002023881,0.0001047879,0.00001531948,0.003727229,0.0000499387,0.00000233172,0.001146814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004550749,"threshold_uncertainty_score":0.0152238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05407215071301202,"score_gpt":0.3564022049172187,"score_spread":0.3023300542042067,"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."}}