{"id":"W7066452807","doi":"","title":"Hospitalizations in immigrants and non-immigrants with chronic hepatitis C infection in Québec","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Chronic hepatitis; Immigration; Hospital admission; Hepatitis C virus; Hepatitis C","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002881176,0.0006428818,0.0006714059,0.0008241016,0.0002982095,0.00006166534,0.0002157918,0.0005837586,0.00004678946],"category_scores_gemma":[0.00008056428,0.0005885082,0.00009914905,0.0008266192,0.0000413318,0.0006886242,0.00002632109,0.000643893,0.00006029136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320045,"about_ca_system_score_gemma":0.00009283322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2530249,"about_ca_topic_score_gemma":0.9057735,"domain_scores_codex":[0.9974309,0.00008210828,0.0007766401,0.0006871589,0.0003767108,0.0006464594],"domain_scores_gemma":[0.9990608,0.0000702812,0.0001828154,0.0004146787,0.0001077455,0.0001636612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003486909,0.0008448923,0.3905585,0.006747303,0.0007943158,0.0006350063,0.0005612308,0.05286757,0.06805542,0.01232771,0.00003031522,0.4662291],"study_design_scores_gemma":[0.00305738,0.0004062091,0.9669589,0.005967739,0.0000938119,0.00004146179,0.0001017974,0.002096541,0.01183472,0.0005485035,0.006697823,0.002195107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820421,0.001041562,0.000002432442,0.000004175687,0.0008050994,0.0005544464,0.000186159,0.0002160051,0.01514806],"genre_scores_gemma":[0.9950996,0.002651962,0.00002644679,0.00001111288,0.00004206776,0.0003103181,0.0002064392,0.0002015169,0.001450549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6527486,"threshold_uncertainty_score":0.9996566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003787434281077486,"score_gpt":0.1873149476968307,"score_spread":0.1835275134157532,"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."}}