{"id":"W3015354753","doi":"10.2196/14802","title":"Lifestyle Intervention Enabled by Mobile Technology on Weight Loss in Patients With Nonalcoholic Fatty Liver Disease: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Weight loss; Body mass index; Internal medicine; Waist; Randomized controlled trial; Population; Fatty liver; Physical therapy; Obesity; Disease","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":[0.001453964,0.001331525,0.00391562,0.0007003857,0.0005593339,0.001134587,0.0008508161,0.002400561,0.009714466],"category_scores_gemma":[0.002904434,0.0005580341,0.003695422,0.0007319144,0.0007614234,0.0008370446,0.0005960566,0.002305441,0.0006503004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007631039,"about_ca_system_score_gemma":0.001209068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101873,"about_ca_topic_score_gemma":0.003232823,"domain_scores_codex":[0.9989919,0.0004835731,0.0001512499,0.0001548529,0.00009687298,0.0001216085],"domain_scores_gemma":[0.9991358,0.0003183958,0.0002510567,0.00004304184,0.00007014474,0.0001815478],"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":[0.962058,0.005825451,0.0006272834,0.007188798,0.004581565,0.00004562513,0.00005237986,0.0001669135,0.0006010614,0.0000870616,0.000667051,0.01809875],"study_design_scores_gemma":[0.974394,0.02054911,0.001576384,0.0004826222,0.002203768,0.00001512654,0.00002261401,0.0001821696,0.0001126544,0.00005631931,0.0003963124,0.000008844362],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118007,0.05306276,0.001444909,0.002100017,0.002829614,0.02110181,0.002469788,0.0003124238,0.004878059],"genre_scores_gemma":[0.9358549,0.02016636,0.003406113,0.002183974,0.001313354,0.03201988,0.001055147,0.00002563838,0.003974804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009714466,"threshold_uncertainty_score":0.03249806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259270129676271,"score_gpt":0.3041874620088557,"score_spread":0.291594760712093,"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."}}