{"id":"W7008258125","doi":"","title":"The Burden of Steatotic Liver Disease in Canada: Sex Differences in Prevalence and Cardiometabolic Profiles","year":2024,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Liver disease; Epidemiology; Poisson regression; Disease; Cohort study; Nonalcoholic fatty liver disease; Obesity; Fatty liver","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":[0.001062354,0.000383408,0.000429653,0.001839688,0.001917997,0.001295172,0.001094947,0.0004021629,0.002366157],"category_scores_gemma":[0.00268008,0.0002898567,0.0008062868,0.00540718,0.0006154786,0.0004215082,0.0009517596,0.0005876841,0.0001998385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02095932,"about_ca_system_score_gemma":0.02963951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935564,"about_ca_topic_score_gemma":0.9950323,"domain_scores_codex":[0.999078,0.00006680322,0.00007206788,0.000172374,0.0002943247,0.0003164105],"domain_scores_gemma":[0.9981366,0.0001083313,0.000468846,0.00008145418,0.0008693833,0.0003353575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003801617,0.000009363668,0.9951965,0.00004246588,0.00006586816,0.00003234715,0.0002314879,0.0001128565,0.000059724,0.0001259682,0.0009621171,0.003123299],"study_design_scores_gemma":[0.000006398338,0.000009935072,0.9978074,0.00006421938,0.0000473697,0.00005743049,0.000487231,0.0004156052,0.00003648809,0.0000642353,0.0009943205,0.000009344109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667516,0.004616804,0.0006086433,0.001441851,0.00003600963,0.0000836703,0.02254896,0.00003925885,0.003873324],"genre_scores_gemma":[0.9935074,0.001374254,0.0003985888,0.0002096124,0.00001112429,0.00002297594,0.003877379,0.000008637219,0.0005899908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02095932,"threshold_uncertainty_score":0.1520712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006214631612067921,"score_gpt":0.1869426818814311,"score_spread":0.1807280502693632,"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."}}