{"id":"W2516409327","doi":"10.2196/resprot.5836","title":"Development of a Mobile Phone-Based Weight Loss Lifestyle Intervention for Filipino Americans with Type 2 Diabetes: Protocol and Early Results From the PilAm Go4Health Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Heart Association","keywords":"Medicine; Type 2 diabetes; Weight loss; Randomized controlled trial; Overweight; Glycated hemoglobin; Gerontology; Obesity; Physical therapy; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.01428969,0.004068733,0.006407356,0.00179355,0.00250982,0.002803284,0.002517995,0.004247452,0.03100003],"category_scores_gemma":[0.01110673,0.002304646,0.003589391,0.001791986,0.001942573,0.002409774,0.001824602,0.004984346,0.004452838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002715593,"about_ca_system_score_gemma":0.01032981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003610312,"about_ca_topic_score_gemma":0.006057412,"domain_scores_codex":[0.9934099,0.00370717,0.0006668576,0.0005613396,0.0007684716,0.0008862223],"domain_scores_gemma":[0.9970765,0.0007082795,0.0006181781,0.0003011042,0.0006692621,0.0006265647],"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":[0.9150041,0.02560883,0.001700183,0.01030922,0.002146872,0.0001779849,0.0003267479,0.001120407,0.001484444,0.001061602,0.008395196,0.03266447],"study_design_scores_gemma":[0.9717447,0.01905587,0.001564245,0.0006442426,0.0008309588,0.00002307325,0.00007994304,0.0005552233,0.000316091,0.0004501334,0.004702425,0.00003321968],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01285903,0.0004534022,0.001393318,0.0003368769,0.0002246054,0.9818743,0.001612632,0.0001375445,0.001108186],"genre_scores_gemma":[0.007893216,0.0002338237,0.00199782,0.0002289467,0.00005166023,0.9887905,0.0002289214,0.000006381368,0.0005687572],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03100003,"threshold_uncertainty_score":0.1037054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352139017623481,"score_gpt":0.5469461080635243,"score_spread":0.4117322063011762,"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."}}