{"id":"W4393246597","doi":"10.1016/s2468-2667(24)00018-5","title":"Life course epidemiology and public health","year":2024,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Birth, Development, and Health","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging; Medical Research Council; Academy of Finland; Wellcome Trust; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Life course approach; Epidemiology; Public health; Observational study; Medicine; Population; Gerontology; Social epidemiology; Social determinants of health; Psychology; Environmental health; Developmental psychology; Pathology","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":[0.009852107,0.0008394115,0.001874241,0.005078249,0.0007008187,0.003251663,0.001017099,0.002822107,0.008528672],"category_scores_gemma":[0.02670088,0.0003776223,0.001201883,0.005228698,0.003686079,0.00361911,0.003259378,0.003568364,0.001077326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003324873,"about_ca_system_score_gemma":0.006443378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009094155,"about_ca_topic_score_gemma":0.006147379,"domain_scores_codex":[0.9948101,0.003237412,0.0003462433,0.0007004981,0.000648911,0.0002567324],"domain_scores_gemma":[0.9717906,0.02199223,0.002384959,0.00119277,0.00190717,0.0007323013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001340216,0.000149017,0.02543913,0.02095962,0.001391939,0.0003590263,0.00176998,0.002046412,0.0002807477,0.2914413,0.06552884,0.5905],"study_design_scores_gemma":[0.00004539939,0.0001826457,0.03975949,0.02777796,0.000551757,0.0007991001,0.001672765,0.0007095525,0.0002152809,0.2017776,0.7264017,0.0001067427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002614337,0.8968824,0.01013624,0.06995977,0.004608687,0.0001127978,0.001821882,0.00008083398,0.01378306],"genre_scores_gemma":[0.04812323,0.9176055,0.006715957,0.01646219,0.006830405,0.0002894405,0.001230921,0.00003226195,0.002710042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009852107,"threshold_uncertainty_score":0.05210358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256181246001958,"score_gpt":0.4291362011628644,"score_spread":0.2035180765626686,"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."}}