{"id":"W2156906068","doi":"10.5539/gjhs.v4n6p185","title":"A Review about the Effect of Life style Modification on Diabetes and Quality of Life","year":2012,"lang":"en","type":"review","venue":"Global Journal of Health Science","topic":"Diabetes Management and Education","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life style; Diabetes mellitus; Medicine; Quality of life (healthcare); Gerontology; Government (linguistics); Disease; MEDLINE; Obesity; Environmental health; Nursing; Political science","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":[0.00154878,0.0009381746,0.002864286,0.002186958,0.0002894507,0.001031679,0.0009127759,0.001031961,0.004961386],"category_scores_gemma":[0.004998019,0.000266986,0.002393635,0.003045321,0.0002636495,0.0008932545,0.0004879715,0.001149976,0.0005394498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007805352,"about_ca_system_score_gemma":0.001682401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627193,"about_ca_topic_score_gemma":0.003161767,"domain_scores_codex":[0.9990907,0.0003077489,0.0002417242,0.0001002102,0.0002200341,0.00003967708],"domain_scores_gemma":[0.997141,0.00227405,0.0002743036,0.00003014439,0.0002343841,0.00004604442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003139473,0.0001052649,0.0003992518,0.3256508,0.00172607,0.000148485,0.0001155661,0.0001476298,0.0004556871,0.0005598136,0.01098499,0.6593925],"study_design_scores_gemma":[0.0004843643,0.001079865,0.01651371,0.4255314,0.02134066,0.003532646,0.0004114056,0.0002116452,0.0008990549,0.001890972,0.5279909,0.0001134562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001075334,0.9995002,0.00002521181,0.00009773033,0.00006773721,0.000008745468,0.00002248059,0.00000133191,0.0001691317],"genre_scores_gemma":[0.001127188,0.998447,0.000129165,0.0001495612,0.00005280733,0.00002032149,0.00002308005,6.548579e-7,0.00005024194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004961386,"threshold_uncertainty_score":0.01659745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414913452431384,"score_gpt":0.4641145023224847,"score_spread":0.3226231570793462,"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."}}