{"id":"W4307384720","doi":"10.1093/eurpub/ckac129.502","title":"How life course socioeconomic conditions shape multimorbidity in old age – a scoping review","year":2022,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Socioeconomic status; Life course approach; Multimorbidity; Psychological intervention; Demography; Gerontology; Medicine; Ageing; Early adulthood; Young adult; Psychology; Comorbidity; Developmental psychology; Environmental health; Psychiatry; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002748588,0.001012727,0.003526597,0.006223598,0.0004498535,0.00209846,0.001071844,0.0015535,0.003937331],"category_scores_gemma":[0.01437598,0.0006117051,0.003776617,0.006352903,0.0004941137,0.001402583,0.001059339,0.001032507,0.0003459614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537421,"about_ca_system_score_gemma":0.004990548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009469572,"about_ca_topic_score_gemma":0.01421827,"domain_scores_codex":[0.9988696,0.000359888,0.0003221169,0.0001615993,0.0002258982,0.00006091193],"domain_scores_gemma":[0.9915712,0.006807644,0.000896334,0.00008539818,0.0005521948,0.00008719927],"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":[0.0001580834,0.00005618883,0.002710921,0.6078859,0.005057355,0.0001151473,0.0003018576,0.0004277584,0.0001494149,0.001445347,0.006720185,0.3749719],"study_design_scores_gemma":[0.00006238947,0.0001574598,0.0174059,0.8593457,0.02195834,0.0006580702,0.0004850994,0.000254603,0.0002205302,0.001649522,0.09774003,0.00006237049],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002211414,0.9994162,0.00003165673,0.0001001063,0.00004122493,0.00001299545,0.00004981157,0.000001775039,0.0001251042],"genre_scores_gemma":[0.002326646,0.997411,0.00006879302,0.00006211518,0.00002783097,0.00002390387,0.00004474766,8.468556e-7,0.00003416435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009469572,"threshold_uncertainty_score":0.01882893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3347957226937998,"score_gpt":0.4593414129910295,"score_spread":0.1245456902972297,"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."}}