{"id":"W6886091354","doi":"10.14288/1.0406360","title":"The impact of lookback windows on the prevalence and incidence of chronic diseases among people living with HIV: an exploration in administrative health data in Canada","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Comparability; Epidemiology; Medical diagnosis; Retrospective cohort study; Disease; Chronic disease; Chronic condition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01776651,0.0004282971,0.0005500852,0.002420688,0.002903444,0.003235153,0.00247253,0.0004847497,0.001052529],"category_scores_gemma":[0.0763739,0.0004027852,0.001460843,0.007896708,0.001852789,0.001140411,0.002669199,0.001359245,0.00008063316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04364136,"about_ca_system_score_gemma":0.05432017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904512,"about_ca_topic_score_gemma":0.991909,"domain_scores_codex":[0.9829533,0.00688006,0.001146363,0.001429009,0.005033747,0.002557544],"domain_scores_gemma":[0.932339,0.03359159,0.01183226,0.003641903,0.01543782,0.003157468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308214,0.00001897346,0.9874581,0.00009193048,0.0002451395,0.00006526629,0.001042369,0.001171603,0.00006878948,0.0005991951,0.0009959061,0.008112037],"study_design_scores_gemma":[0.00001122485,0.00003303637,0.9906449,0.000176266,0.0001727423,0.00006276788,0.002030817,0.004461742,0.0001711586,0.0002766524,0.001925023,0.00003351562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773187,0.003608091,0.002055884,0.004320498,0.0000396003,0.0001635059,0.009276463,0.00004931209,0.003167882],"genre_scores_gemma":[0.9959375,0.0006045359,0.001520265,0.0002819109,0.00001328907,0.00003041472,0.00139457,0.00001637603,0.0002012226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04364136,"threshold_uncertainty_score":0.3166417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05281419585827558,"score_gpt":0.3605233275670109,"score_spread":0.3077091317087354,"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."}}