{"id":"W4367174391","doi":"10.2196/41545","title":"Delivering a Postpartum Weight Loss Intervention via Facebook or In-Person Groups: Results From a Randomized Pilot Feasibility Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Randomized controlled trial; Intervention (counseling); Medicine; mHealth; Pilot trial; Physical therapy; Psychology; Psychological intervention; Nursing; Surgery","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":[0.01336886,0.001203986,0.001978888,0.0006560251,0.0007095237,0.0009397196,0.001236676,0.001979771,0.005503858],"category_scores_gemma":[0.01750288,0.0007845063,0.002043858,0.0006426843,0.001663107,0.001491097,0.001056388,0.001565204,0.0007102188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008550782,"about_ca_system_score_gemma":0.003361612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615694,"about_ca_topic_score_gemma":0.002118713,"domain_scores_codex":[0.9883389,0.009081676,0.0008193917,0.0004832065,0.0005663611,0.0007103651],"domain_scores_gemma":[0.9909027,0.005254535,0.001286042,0.0008229467,0.000749085,0.0009847879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7915564,0.128103,0.003801362,0.002633604,0.001450816,0.0001900154,0.0008178531,0.0003280113,0.002607269,0.0001905066,0.0008158775,0.06750531],"study_design_scores_gemma":[0.6687561,0.3227464,0.005667293,0.0001743038,0.0009352748,0.00003919946,0.0002495802,0.000268876,0.0005204213,0.0001440309,0.0004798961,0.00001849945],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070221,0.001289938,0.002674818,0.0005614307,0.0004321897,0.08561739,0.0006584119,0.0001634261,0.001580392],"genre_scores_gemma":[0.9030859,0.001617286,0.009181485,0.000721474,0.0003550811,0.08323231,0.0004684298,0.00002765822,0.001310419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336886,"threshold_uncertainty_score":0.07070214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593354447665302,"score_gpt":0.4676797378110707,"score_spread":0.3083442930445405,"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."}}