{"id":"W2809656663","doi":"10.2196/10789","title":"A Co-Designed, Culturally-Tailored mHealth Tool to Support Healthy Lifestyles in Māori and Pasifika Communities in New Zealand: Protocol for a Cluster Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New Zealand Government","keywords":"mHealth; Ethnic group; Cluster randomised controlled trial; Randomized controlled trial; Cluster (spacecraft); Phone; Gerontology; Psychology; Medicine; Nursing; Psychological intervention; Computer science; Sociology","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":[0.02941613,0.005493324,0.00987924,0.002167113,0.003682244,0.00398585,0.003683332,0.006254117,0.07995077],"category_scores_gemma":[0.0276727,0.003379475,0.005181283,0.00277716,0.003162353,0.004235817,0.002103658,0.00737696,0.01196038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005178863,"about_ca_system_score_gemma":0.0176144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005114416,"about_ca_topic_score_gemma":0.009784357,"domain_scores_codex":[0.9841203,0.008250851,0.001952076,0.001657467,0.002079851,0.001939469],"domain_scores_gemma":[0.9901255,0.002190995,0.002247733,0.001164714,0.002570739,0.001700277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8323734,0.02656745,0.001250827,0.03639418,0.002557136,0.000295259,0.001125869,0.001987321,0.002642724,0.003935026,0.03096274,0.05990797],"study_design_scores_gemma":[0.9393678,0.0241225,0.002405471,0.003512359,0.0008691679,0.00005037945,0.0002191341,0.001401524,0.0007015445,0.001991745,0.0252518,0.000106531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001042734,0.0000999335,0.0005246949,0.00008885854,0.0001185384,0.9972569,0.0005038939,0.00004871369,0.0003157106],"genre_scores_gemma":[0.0009015684,0.00005166936,0.0009062329,0.00006777497,0.00001798484,0.9978223,0.0000553568,0.000002633802,0.000174522],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07995077,"threshold_uncertainty_score":0.267462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2727671184968004,"score_gpt":0.6205353048191921,"score_spread":0.3477681863223916,"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."}}