{"id":"W2912559719","doi":"10.2196/10923","title":"The Twazon Arabic Weight Loss App: App-Based Intervention for Saudi Women With Obesity","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Overweight; Weight loss; mHealth; Psychological intervention; Obesity; Anthropometry; Population; Attrition; Physical therapy; Gerontology; Intervention (counseling); Environmental health; Nursing","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":[0.0005758333,0.0003455658,0.0001889907,0.0001913463,0.0003896063,0.000224416,0.0002953984,0.0002396323,0.004554691],"category_scores_gemma":[0.001469618,0.00009147952,0.0002566492,0.00009276788,0.0001104624,0.0002346091,0.0006454511,0.0002865534,0.0004550594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497293,"about_ca_system_score_gemma":0.0005928269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345982,"about_ca_topic_score_gemma":0.005727734,"domain_scores_codex":[0.9998453,0.0000701657,0.00001104113,0.00001327733,0.00003101685,0.00002919649],"domain_scores_gemma":[0.9997167,0.00008661881,0.00005137469,0.00001300494,0.00004196649,0.00009039552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.009796931,0.02446316,0.08125339,0.002528362,0.0001592271,0.0007381073,0.009764342,0.0003102827,0.01522853,0.0001532248,0.008556751,0.8470477],"study_design_scores_gemma":[0.008521796,0.0925492,0.787203,0.002148582,0.001203616,0.002277531,0.03111015,0.006603208,0.01293208,0.0007161868,0.05457203,0.0001624799],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959489,0.0003968551,0.0004224011,0.0004877557,0.00003983637,0.0005584667,0.0001240046,0.00005407159,0.001967687],"genre_scores_gemma":[0.9873899,0.00130932,0.005933065,0.0004148658,0.00004158218,0.001420977,0.0001565755,0.000007807511,0.003325868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004554691,"threshold_uncertainty_score":0.01523697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334850819620264,"score_gpt":0.4086704957554301,"score_spread":0.3751854137934038,"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."}}