{"id":"W4302303947","doi":"10.2196/39856","title":"A Positive Emotion–Focused Intervention to Increase Physical Activity After Bariatric Surgery: Protocol for a Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Motivational interviewing; Randomized controlled trial; Physical therapy; Helpfulness; Medicine; Psychoeducation; Intervention (counseling); Population; Optimism; Behavior change; Pedometer; Psychology; Physical activity; Surgery; Nursing; Psychotherapist; Social psychology","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":[0.02657189,0.005665813,0.01032543,0.00266852,0.004126292,0.004163677,0.003330595,0.006169407,0.09073759],"category_scores_gemma":[0.02612357,0.003451071,0.004968713,0.003276485,0.003449458,0.003290872,0.002193532,0.009327159,0.01263038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004847976,"about_ca_system_score_gemma":0.01568945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659707,"about_ca_topic_score_gemma":0.006497347,"domain_scores_codex":[0.9841435,0.008671598,0.001736719,0.00142685,0.00204986,0.001971492],"domain_scores_gemma":[0.9895954,0.002797223,0.001803217,0.001289427,0.002889383,0.001625264],"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":[0.8475553,0.03686849,0.0009957668,0.02548628,0.002664425,0.0004066892,0.0006022692,0.002935475,0.002575274,0.003704538,0.02726343,0.04894194],"study_design_scores_gemma":[0.9504958,0.02381594,0.001510956,0.001979566,0.0006024063,0.00004643921,0.0001122736,0.001012766,0.0005061486,0.001449177,0.01838147,0.00008700628],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009910554,0.0001112057,0.0005151026,0.0000897366,0.0001691016,0.9972327,0.0005220771,0.00004971716,0.0003193881],"genre_scores_gemma":[0.0008084352,0.00006249581,0.000784416,0.00006690929,0.00002462441,0.9980035,0.00007064408,0.000002659234,0.0001762258],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09073759,"threshold_uncertainty_score":0.3035474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331583975102217,"score_gpt":0.4961065424255032,"score_spread":0.3629481449152815,"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."}}