{"id":"W2949035497","doi":"10.2196/12882","title":"A Mobile Phone App Designed to Support Weight Loss Maintenance and Well-Being (MotiMate): Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mood; Weight loss; Randomized controlled trial; mHealth; Weight management; Mobile phone; Medicine; Self-monitoring; Intervention (counseling); Physical therapy; Psychology; Multimedia; Psychological intervention; Computer science; Clinical psychology; Obesity; Psychiatry; 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":[0.003273263,0.001903365,0.004345416,0.0009486009,0.0008760564,0.001650334,0.001300856,0.003605672,0.01539356],"category_scores_gemma":[0.00657708,0.0009622084,0.003205209,0.0007933895,0.001117608,0.00143954,0.0008322151,0.003015626,0.001226856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008884158,"about_ca_system_score_gemma":0.001991786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083624,"about_ca_topic_score_gemma":0.003580944,"domain_scores_codex":[0.9980149,0.001000434,0.0002422895,0.0002903315,0.000208872,0.0002430303],"domain_scores_gemma":[0.9981864,0.0007736252,0.0004448095,0.00009707803,0.0001886573,0.000309443],"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":[0.9625779,0.008324873,0.0002978364,0.007956637,0.002330826,0.00005003417,0.0000795924,0.0001226283,0.0007211551,0.0001630105,0.001281138,0.01609421],"study_design_scores_gemma":[0.9750489,0.02235737,0.0005619781,0.0002779568,0.0008717604,0.00001258423,0.0000213564,0.0001167124,0.0001023707,0.00006140125,0.0005585287,0.000009001594],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7877791,0.03554115,0.003747659,0.003311267,0.006018181,0.1470733,0.00670158,0.001015079,0.008812745],"genre_scores_gemma":[0.7771217,0.01369196,0.009367227,0.00344743,0.002234661,0.1840511,0.001598273,0.0000747322,0.008412815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01539356,"threshold_uncertainty_score":0.05149657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092411872734482,"score_gpt":0.3927625072780598,"score_spread":0.3718383885507149,"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."}}