{"id":"W6921496792","doi":"10.6084/m9.figshare.c.7298045.v1","title":"BETTER LIFE- guidelines for chronic disease preventive care for people aged 18–39 years: a literature review","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Durham; University of Toronto; Sunnybrook Health Science Centre; University of Alberta; Lunenfeld-Tanenbaum Research Institute; Women's College Hospital; McMaster University; Centre for Addiction and Mental Health; Ontario Institute for Cancer Research; Memorial University of Newfoundland; Public Health Agency of Canada","funders":"","keywords":"Chronic disease; Preventive care; Grey literature; MEDLINE; Harmonization; Chronic care; Primary care; Disease; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007446503,0.0004225471,0.000579734,0.0002684888,0.00006575039,0.000234308,0.001961733,0.0003182514,0.005547808],"category_scores_gemma":[0.00255952,0.0003964376,0.0005024821,0.0003851126,0.00001098962,0.0001075169,0.0006712244,0.0002984022,0.001017069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666586,"about_ca_system_score_gemma":0.000459655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001229173,"about_ca_topic_score_gemma":0.00003010536,"domain_scores_codex":[0.9980465,0.00003818499,0.0003374449,0.000940015,0.0002554998,0.0003823087],"domain_scores_gemma":[0.9978663,0.00008690297,0.0002833706,0.001274328,0.0003684847,0.00012061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001473109,0.000007001098,8.815188e-8,0.03429247,0.00004961558,0.00002141748,0.0001705715,0.000001094348,2.101787e-7,0.00002874239,0.9562744,0.009152846],"study_design_scores_gemma":[0.0001369808,0.00005011904,0.000003560499,0.1911186,0.00005706154,0.000001998318,0.000002974584,0.000270097,0.000001376976,0.000368944,0.807625,0.0003632348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[5.693369e-8,0.8081675,0.001846844,0.001748152,0.0006323461,0.003016455,0.1809042,0.002105919,0.001578648],"genre_scores_gemma":[0.00001781207,0.004723746,0.1259836,0.008671475,0.006652243,0.01386091,0.2963928,0.001807342,0.54189],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8034437,"threshold_uncertainty_score":0.9998487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655008995887528,"score_gpt":0.3374353404510871,"score_spread":0.2808852504922119,"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."}}