{"id":"W2122634357","doi":"10.1186/2046-4053-3-40","title":"Protocol for a systematic review of the association between chronic stress during the life course and telomere length","year":2014,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; McGill University Health Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Université de Montréal; Cancer Research UK; National Alliance for Research on Schizophrenia and Depression","keywords":"Medicine; Chronic stress; Gerontology; Telomere; Cochrane Library; Socioeconomic status; Social stress; Life course approach; Psychiatry; Meta-analysis; Population; Developmental psychology; Environmental health; Psychology; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006409015,0.0006638368,0.005920141,0.00003464477,0.0002058962,0.00006855807,0.001044216,0.0003849781,0.000005480847],"category_scores_gemma":[0.004732651,0.0002931399,0.001326022,0.0001670485,0.000072148,0.000004780031,0.0002469788,0.0002522466,0.00001677725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147819,"about_ca_system_score_gemma":0.000355421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003484779,"about_ca_topic_score_gemma":0.00001372003,"domain_scores_codex":[0.9913676,0.003819049,0.003467821,0.0005192666,0.0004725085,0.0003537199],"domain_scores_gemma":[0.9905421,0.00042946,0.006752608,0.001937248,0.0002437658,0.00009479347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[4.665777e-7,0.00001575634,0.00001566122,0.9982404,0.0007036965,5.3239e-8,0.00003770446,2.617109e-7,0.000002492074,0.00001386522,0.0005863001,0.0003833895],"study_design_scores_gemma":[0.0001905069,0.00006431391,0.000004452822,0.83432,0.00750231,0.00001242473,0.00001063808,0.000002965225,0.00001200103,0.000003906763,0.157601,0.0002754689],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001179316,0.6483223,0.0001158946,0.00002792911,0.00006910814,0.3513844,0.00005231487,0.000005543966,0.00002133694],"genre_scores_gemma":[0.00001356601,0.665992,0.00003359468,0.00006000649,0.0003337659,0.3330223,0.00002878848,0.00005680879,0.0004592335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1639203,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318628267526411,"score_gpt":0.3448961382445831,"score_spread":0.311709855569319,"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."}}