{"id":"W4416572775","doi":"10.1093/ije/dyaf195","title":"Data Resource Profile: The Enfants du Québec dataset","year":2025,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal; Hôpital Notre-Dame; Université de Montréal","funders":"","keywords":"Resource (disambiguation); Data collection; MEDLINE; Population; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001571887,0.001048748,0.001176687,0.005869232,0.001458237,0.002424157,0.002251499,0.001233138,0.06818818],"category_scores_gemma":[0.01330618,0.0004702622,0.001092055,0.01253038,0.0003646611,0.0008528316,0.001198768,0.001387915,0.01928078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008090427,"about_ca_system_score_gemma":0.02145841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9045265,"about_ca_topic_score_gemma":0.9127642,"domain_scores_codex":[0.9990765,0.0001380853,0.0001381825,0.0002087382,0.0002417791,0.000196752],"domain_scores_gemma":[0.9939321,0.00120779,0.0004737464,0.0008975741,0.002858901,0.0006299348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001603217,0.00002229518,0.006800918,0.0005004462,0.000104972,0.00005542127,0.00009174043,0.0003811104,0.0001357418,0.0009017488,0.9836816,0.007163714],"study_design_scores_gemma":[0.0003222984,0.00001695951,0.05800549,0.0008524929,0.0001448559,0.0001349878,0.0003446956,0.001380667,0.0004911397,0.00140958,0.936799,0.00009777669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002705904,0.00005504008,0.0001042343,0.00005929593,0.000007012318,0.00002252672,0.9988158,0.0001483368,0.0005173097],"genre_scores_gemma":[0.002883845,0.0001481077,0.0007879381,0.000069548,0.000007363636,0.0002132811,0.994532,0.0001064279,0.001251424],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09547347,"threshold_uncertainty_score":0.2281122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09144668163290691,"score_gpt":0.4528247996339212,"score_spread":0.3613781180010143,"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."}}