{"id":"W7161938379","doi":"10.82308/44030","title":"Hospitalizations in immigrants and non-immigrants with chronic hepatitis C infection in Québec","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic hepatitis; Chronic disease; Chronic renal disease; Hepacivirus","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":[0.0004198424,0.0002227103,0.00024757,0.000874461,0.00151722,0.0008515331,0.0005251326,0.0005173353,0.00254994],"category_scores_gemma":[0.001620203,0.0002013183,0.0004090877,0.001697797,0.0005896653,0.000360516,0.0006984283,0.0004846873,0.0001768287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01131178,"about_ca_system_score_gemma":0.006825018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9612019,"about_ca_topic_score_gemma":0.9750421,"domain_scores_codex":[0.999639,0.0000481703,0.00003542572,0.00005599087,0.00007300587,0.0001483881],"domain_scores_gemma":[0.998808,0.00009758639,0.0003862154,0.00003101288,0.0003055609,0.0003716397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005003412,0.00002090243,0.9976282,0.00001990347,0.00002593934,0.00008031332,0.0004888682,0.00003148086,0.00007439551,0.00002778838,0.0003728845,0.001179431],"study_design_scores_gemma":[0.000003251343,0.00001943738,0.9986085,0.00002325997,0.000007966502,0.00003134006,0.001040132,0.00006690939,0.0000101875,0.000004720761,0.0001812111,0.000003180942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971379,0.0005888605,0.00002283384,0.0002232651,0.000009976755,0.00001942268,0.001055951,0.000002612028,0.000939189],"genre_scores_gemma":[0.9985183,0.0003065769,0.00002333443,0.0001139339,0.000004664171,0.00001328006,0.0005260697,0.000001195246,0.0004927291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03879809,"threshold_uncertainty_score":0.08207315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007629271853097555,"score_gpt":0.2891086059724137,"score_spread":0.2814793341193162,"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."}}