{"id":"W2913880435","doi":"10.2196/11586","title":"Feasibility Randomized Controlled Trial of ImpulsePal: Smartphone App–Based Weight Management Intervention to Reduce Impulsive Eating in Overweight Adults","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Exeter; National Institute for Health and Care Research","keywords":"Randomized controlled trial; Overweight; Physical therapy; Medicine; Weight management; Weight loss; Body mass index; Intervention (counseling); Psychological intervention; Obesity; Surgery; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00688655,0.0002597064,0.001385614,0.0009291245,0.00009347264,0.00004273777,0.0004000412,0.0001614497,0.001349811],"category_scores_gemma":[0.0002922872,0.0001964327,0.0005960201,0.0008174993,0.000181372,0.0001844803,0.0002042315,0.0005671573,0.0002819822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558044,"about_ca_system_score_gemma":0.00005068088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006054238,"about_ca_topic_score_gemma":0.00009086728,"domain_scores_codex":[0.9933193,0.003039757,0.001464144,0.0005441547,0.00092981,0.0007028622],"domain_scores_gemma":[0.9970582,0.001333246,0.0004585722,0.0006253148,0.0003983366,0.000126359],"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":[0.9685894,0.003932711,0.003817379,0.0002999704,0.0001681743,0.000009296187,0.01142729,0.000009861921,0.0001720251,0.0007823331,0.0006648916,0.01012663],"study_design_scores_gemma":[0.9671196,0.002636855,0.02109958,0.0007571123,0.00002566231,6.854826e-7,0.006769527,0.0007152244,0.0002260084,0.0004092594,0.00003100502,0.0002094263],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618263,0.00007288202,0.0001662391,0.0001259777,0.0006374332,0.01950116,0.00001768888,0.00003526405,0.01761708],"genre_scores_gemma":[0.9928329,0.000007888852,0.0001976055,0.0000238519,0.00004775591,0.0051685,0.00004447272,0.0000265947,0.001650434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03100662,"threshold_uncertainty_score":0.9995631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622068661961823,"score_gpt":0.4157741308338057,"score_spread":0.3895534442141874,"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."}}