{"id":"W2055396308","doi":"10.1136/bmj.37972.513819.ee","title":"Cognitive ability in childhood and cognitive decline in mid-life: longitudinal birth cohort study","year":2004,"lang":"en","type":"article","venue":"BMJ","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cohort; Cognition; Educational attainment; Population; Cognitive decline; Longitudinal study; Medicine; Demography; Cohort study; Gerontology; Social class; Life course approach; Psychology; Developmental psychology; Psychiatry; Internal medicine; Disease; Dementia","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":[0.001009059,0.0003745747,0.0004245111,0.0007114805,0.000577306,0.0005856529,0.0004500161,0.0005506691,0.001071586],"category_scores_gemma":[0.001825021,0.0003847055,0.0005781523,0.001162744,0.0001988772,0.0004310585,0.0004721879,0.0009090953,0.000206073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806188,"about_ca_system_score_gemma":0.0005686263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03263541,"about_ca_topic_score_gemma":0.03948721,"domain_scores_codex":[0.9996543,0.00006801009,0.00002849362,0.00008137546,0.00007237269,0.0000954875],"domain_scores_gemma":[0.9990152,0.00009468682,0.000380601,0.00009696111,0.0001707249,0.0002417103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009795458,0.00004482421,0.9987734,0.000008187171,0.0001253158,0.00006568719,0.00005148731,0.00002850382,0.0001070291,0.00001941815,0.0001236771,0.0005544891],"study_design_scores_gemma":[0.00000685664,0.00006733059,0.9995092,0.000009155786,0.00003925857,0.000097632,0.00004876582,0.0000496395,0.00002019431,0.000009887281,0.0001400384,0.000002027175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960796,0.0008923155,0.0001523191,0.00008250279,0.00001409495,0.00002083029,0.002452297,0.000005730757,0.000300305],"genre_scores_gemma":[0.996766,0.0005748065,0.0002098888,0.00004890014,0.00001576825,0.00003456043,0.001916814,0.000002413196,0.0004308285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03263541,"threshold_uncertainty_score":0.06489092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443462322622733,"score_gpt":0.3665626800247823,"score_spread":0.3421280567985549,"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."}}