{"id":"W2967962301","doi":"10.2196/14259","title":"Community-Based Chronic Disease Prevention and Management for Aboriginal People in New South Wales, Australia: Mixed Methods Evaluation of the 1 Deadly Step Program","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NSW Agency for Clinical Innovation","keywords":"Medicine; Population; Community health; Family medicine; Guideline; Gerontology; Public health; 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":[0.05300089,0.001288914,0.001639095,0.001346096,0.003096438,0.001907686,0.001893397,0.001268107,0.002692029],"category_scores_gemma":[0.02961709,0.0009868132,0.003635254,0.0009720965,0.001204458,0.001440743,0.003391119,0.001631662,0.0004395959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009946828,"about_ca_system_score_gemma":0.02555175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0509177,"about_ca_topic_score_gemma":0.08437434,"domain_scores_codex":[0.9673872,0.02460336,0.002147731,0.0009280319,0.003261684,0.001672033],"domain_scores_gemma":[0.980234,0.007970643,0.002429801,0.001359045,0.005720026,0.002286421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.03401038,0.1079972,0.1586249,0.02428732,0.005606935,0.001381024,0.1007385,0.003764532,0.003595881,0.002097571,0.008506926,0.5493889],"study_design_scores_gemma":[0.0240638,0.3226591,0.5126911,0.01525117,0.005849663,0.000626479,0.07839499,0.007711937,0.003983466,0.002658274,0.02548458,0.0006253491],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386467,0.001120499,0.001850856,0.001161511,0.0001311283,0.05286926,0.0008311472,0.00006932653,0.003319536],"genre_scores_gemma":[0.7885112,0.002707236,0.03580452,0.00209608,0.0001448027,0.1673109,0.001012831,0.00003120123,0.002381342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05300089,"threshold_uncertainty_score":0.2802989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124099704413802,"score_gpt":0.5074155015587499,"score_spread":0.383315797144948,"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."}}