{"id":"W2884789397","doi":"10.2196/formative.9597","title":"Adapting a Behavioral Weight Loss Intervention for Delivery via Facebook: A Pilot Series Among Low-Income Postpartum Women","year":2018,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute on Minority Health and Health Disparities; Centers for Disease Control and Prevention","keywords":"Attrition; Psychological intervention; Attendance; Intervention (counseling); Weight loss; Medicine; Population; Gerontology; Psychology; Environmental health; Obesity; Nursing; Economics","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":[0.004264511,0.0008410204,0.0006362718,0.0004985837,0.002081863,0.0006226188,0.001034061,0.0008989084,0.00233023],"category_scores_gemma":[0.005932385,0.0005304539,0.0008648711,0.0002554637,0.0007704954,0.0006865819,0.001492754,0.001326627,0.0004855222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008857732,"about_ca_system_score_gemma":0.003017745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004085723,"about_ca_topic_score_gemma":0.005971785,"domain_scores_codex":[0.9985451,0.000735439,0.00009316164,0.0001165306,0.0001413139,0.0003684509],"domain_scores_gemma":[0.9973174,0.001160788,0.0002027422,0.0003674958,0.0003251149,0.0006264795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01141756,0.3647445,0.07795703,0.001599434,0.0003019042,0.005050718,0.04513166,0.001243715,0.02601688,0.0002923651,0.004700165,0.4615441],"study_design_scores_gemma":[0.02007382,0.5712899,0.3376397,0.0004312525,0.0004997134,0.001368331,0.03398623,0.00363621,0.01580974,0.0006629303,0.01439239,0.0002098883],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990751,0.00003194462,0.0007059499,0.0001572792,0.00003179321,0.007467198,0.00007958902,0.00006088566,0.0007144356],"genre_scores_gemma":[0.9502614,0.0003655889,0.01531785,0.00067098,0.00009985213,0.03098761,0.0003077954,0.00003709817,0.001951915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004264511,"threshold_uncertainty_score":0.02255321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113997220477971,"score_gpt":0.5071645531391112,"score_spread":0.3957648310913142,"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."}}