{"id":"W3082701310","doi":"10.3310/phr08110","title":"Text messaging and financial incentives to encourage weight loss in men with obesity: the Game of Stones feasibility RCT","year":2020,"lang":"en","type":"article","venue":"Public Health Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Public Health Research Programme; Medical Research Council; National Institute for Health and Care Research","keywords":"Weight loss; Psychological intervention; Medicine; Randomized controlled trial; Population; Short Message Service; Disadvantaged; Obesity; Intervention (counseling); Ethnic group; Family medicine; Gerontology; Physical therapy; Environmental health; Nursing; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01445863,0.0001816682,0.0005516895,0.0003510704,0.001429028,0.00002337782,0.0005304252,0.0001529769,0.0001497611],"category_scores_gemma":[0.002812944,0.0001246806,0.00002799737,0.002497477,0.0003926051,0.0001921683,0.0004629011,0.002012352,0.00006154046],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005590296,"about_ca_system_score_gemma":0.008804197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795818,"about_ca_topic_score_gemma":0.002347573,"domain_scores_codex":[0.9911919,0.004003259,0.001084399,0.0007087922,0.0009864242,0.002025178],"domain_scores_gemma":[0.9945282,0.001938041,0.0002715698,0.0006245006,0.0006747093,0.001962935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003846007,0.000307337,0.8942124,0.003492334,0.00000673104,0.000005405051,0.0317752,0.000003357031,0.00001642016,0.0195581,0.01666556,0.03357261],"study_design_scores_gemma":[0.001129008,0.0003149882,0.7662193,0.0001958291,0.000001362433,0.000001367649,0.005051889,0.0002354553,0.000004338074,0.0004660863,0.2262846,0.00009571247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5903686,0.0009029274,0.0006555846,0.3959964,0.00004259737,0.008571275,0.00004599083,0.00004911965,0.003367466],"genre_scores_gemma":[0.9840277,0.001450731,0.0002610562,0.009520399,0.0001916425,0.004276917,0.00001320847,0.00002659622,0.0002316951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3936591,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2534855512872325,"score_gpt":0.5084336556227479,"score_spread":0.2549481043355154,"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."}}