{"id":"W3216962196","doi":"10.2196/30295","title":"Use of a Smartphone App Versus Motivational Interviewing to Increase Walking Distance and Weight Loss in Overweight/Obese Adults With Peripheral Artery Disease: Pilot Randomized Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":14,"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":"Medicine; Overweight; Physical therapy; Randomized controlled trial; Motivational interviewing; Quality of life (healthcare); Weight loss; Psychological intervention; Obesity; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001009803,0.0002459396,0.0007242638,0.0003604526,0.0001149154,0.00009718382,0.0001266058,0.00003617266,0.000310736],"category_scores_gemma":[0.0008015757,0.0001850593,0.0001230316,0.0008243479,0.0003429179,0.0007215483,0.0003328691,0.0003622618,0.00001083936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782398,"about_ca_system_score_gemma":0.0002811029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008740817,"about_ca_topic_score_gemma":0.0001162289,"domain_scores_codex":[0.9963506,0.000884734,0.000618609,0.0004526573,0.001176594,0.0005167889],"domain_scores_gemma":[0.9976633,0.0008176205,0.0001111566,0.0003964388,0.0005425441,0.0004689869],"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":[0.980644,0.001607282,0.005407166,0.0009429749,0.0002424851,0.0004409272,0.005963683,0.00002116808,0.0001273441,0.0005399177,0.0005564382,0.003506561],"study_design_scores_gemma":[0.8463742,0.002296167,0.1388651,0.0036864,0.00007014974,0.00001253622,0.001267756,0.005397131,0.0001260595,0.0001897482,0.001390079,0.0003246202],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943991,0.0002979678,0.0007451171,0.001232882,0.00008973506,0.002731198,0.00006854019,0.00002699415,0.0004085126],"genre_scores_gemma":[0.9974506,0.0001367206,0.0004601881,0.0001633825,0.000111976,0.001160624,0.0001438642,0.0000268352,0.0003458296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1342698,"threshold_uncertainty_score":0.7546497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04725507389849244,"score_gpt":0.3434309943779337,"score_spread":0.2961759204794412,"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."}}