{"id":"W4242156691","doi":"10.21203/rs.2.20454/v1","title":"Shifting Demographics and Comorbidity Burden in Chinese Urban Patients With Chronic Hepatitis B, 2013 and 2016","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Gilead Sciences","keywords":"Medicine; Comorbidity; Internal medicine; Demographics; Context (archaeology); Population; Demography; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005189993,0.0002427841,0.0002708634,0.001186906,0.0007917846,0.0005828186,0.0003762214,0.0002739313,0.001540102],"category_scores_gemma":[0.001240259,0.0001964234,0.0005559874,0.002370999,0.0003534384,0.0006088719,0.0009061011,0.0004466999,0.000164722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002106652,"about_ca_system_score_gemma":0.002907432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1230555,"about_ca_topic_score_gemma":0.1549526,"domain_scores_codex":[0.9995242,0.00005410881,0.00007664055,0.0001092838,0.00009911603,0.0001366903],"domain_scores_gemma":[0.9991239,0.00003838009,0.0003336589,0.00004190218,0.0001772654,0.0002849538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005188945,0.00001641142,0.9969938,0.0000243689,0.00003734735,0.00005218105,0.000220492,0.00004427019,0.00008742906,0.00004985859,0.000558581,0.001863479],"study_design_scores_gemma":[0.000002453686,0.000009500453,0.9992373,0.000008305978,0.000008411447,0.00004051863,0.0003247334,0.0001018838,0.00001628101,0.00001432799,0.0002331259,0.000003188578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960097,0.00030877,0.00005377754,0.0003135618,0.00001536218,0.00001719997,0.002593081,0.000006054735,0.0006826294],"genre_scores_gemma":[0.9969689,0.0002566374,0.00005956489,0.0001547739,0.00002308523,0.00002663937,0.002273754,0.000002160122,0.0002345283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1230555,"threshold_uncertainty_score":0.2446785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06566033715242528,"score_gpt":0.3874954075946533,"score_spread":0.321835070442228,"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."}}