{"id":"W2099060810","doi":"10.1093/ije/dyt147","title":"Data Resource Profile: 1991 Canadian Census Cohort","year":2013,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Health Canada; University of New Brunswick","funders":"","keywords":"Census; Cohort; Socioeconomic status; Demography; Population; Record linkage; Educational attainment; Cohort study; Medicine; Ethnic group; Gerontology; Geography; Environmental health; Economic growth; Sociology","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":[0.002459983,0.001241203,0.001610468,0.008530849,0.002430696,0.001751587,0.003340976,0.001005479,0.07915949],"category_scores_gemma":[0.01413915,0.0008450228,0.001119189,0.02557448,0.0003197924,0.001123375,0.001126163,0.001927432,0.03030597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0250812,"about_ca_system_score_gemma":0.07026789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726918,"about_ca_topic_score_gemma":0.9727821,"domain_scores_codex":[0.9978662,0.0001605252,0.0003244879,0.0002313418,0.00102675,0.0003907411],"domain_scores_gemma":[0.9808653,0.0005928696,0.000676173,0.0006259739,0.01638666,0.0008530031],"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":[0.00005608878,0.00002076558,0.005107127,0.0004896356,0.00003224802,0.00002967347,0.00005997933,0.0001473393,0.00003933454,0.0005850524,0.9855349,0.007897804],"study_design_scores_gemma":[0.0002076758,0.00002565697,0.1215968,0.001026981,0.00009891875,0.0001170282,0.0004665939,0.0004643727,0.0001652286,0.001149721,0.8745617,0.0001192386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002852417,0.0001818896,0.0001287801,0.0001779583,0.00004870314,0.0002169001,0.9954639,0.00006483359,0.003431777],"genre_scores_gemma":[0.002896872,0.0009416649,0.001203357,0.0002790315,0.00003919311,0.001231554,0.9874577,0.00008069437,0.005869916],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07915949,"threshold_uncertainty_score":0.2648149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381858878802373,"score_gpt":0.4416828037672796,"score_spread":0.3034969158870423,"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."}}