{"id":"W4391915599","doi":"10.1093/ije/dyae014","title":"Cohort Profile Update: The Québec Birth Cohort on Immunity and Health (CO·MMUNITY)","year":2024,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec en Outaouais; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; Institut National de la Recherche Scientifique","funders":"Multiple Sclerosis Society; Fonds de Recherche du Québec - Santé; Multiple Sclerosis Society of Canada; Canada Foundation for Innovation; Canadian Cancer Society; Armand-Frappier Foundation; Canadian Institutes of Health Research; Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Cohort; Cohort study; Medicine; Demography; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005594599,0.0001557895,0.0004339745,0.0003360847,0.0002382952,0.00002638437,0.0005607106,0.0001447747,0.0009410331],"category_scores_gemma":[0.001547089,0.00009594896,0.000176035,0.0001030383,0.0002659756,0.0001165285,0.0001080383,0.00101429,0.000207384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190963,"about_ca_system_score_gemma":0.0005737428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321526,"about_ca_topic_score_gemma":0.0002892382,"domain_scores_codex":[0.9969264,0.001693553,0.000871791,0.0001711683,0.00006382373,0.0002732426],"domain_scores_gemma":[0.9959124,0.003186478,0.0004193411,0.0002305668,0.0002149315,0.00003626425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001495355,0.0004516949,0.4407111,0.00005120911,0.006479963,0.00009072787,0.0009879188,0.0001082851,0.004130424,0.1494796,0.2484243,0.1475894],"study_design_scores_gemma":[0.0004660522,0.0004073424,0.4500342,0.0001036272,0.00003758257,0.001587495,0.0001244951,0.00005425317,0.000358214,0.001440802,0.5452877,0.00009826935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.814666,0.04811668,0.001375058,0.1276811,0.005415676,0.0004203524,0.000142281,0.00006282062,0.002120096],"genre_scores_gemma":[0.9873509,0.006088697,0.000121422,0.0038888,0.0001754474,0.00001391182,0.000091915,0.00001655271,0.002252383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2968633,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583072049532532,"score_gpt":0.3765224609986278,"score_spread":0.3306917405033025,"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."}}