{"id":"W4411243573","doi":"10.22541/au.174972613.34907220/v1","title":"HCV Genotype Variability and Its Impact on Viral Load Dynamics in a Clinical Population from Erbil, Kurdistan Region, Iraq","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Genotype; Virology; Viral load; Population; Geography; Biology; Medicine; Virus; Environmental health; Genetics","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":[0.0004646719,0.0002551411,0.0001991351,0.0005498431,0.0005290633,0.0005041439,0.0002739386,0.0002435015,0.001130202],"category_scores_gemma":[0.001424394,0.000186591,0.0002099195,0.0005808824,0.0004496471,0.0002685392,0.0003214543,0.0002579186,0.0002327312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038227,"about_ca_system_score_gemma":0.0003366625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0074298,"about_ca_topic_score_gemma":0.006504131,"domain_scores_codex":[0.9996403,0.0001184298,0.00002504203,0.00008164414,0.00004898501,0.00008558484],"domain_scores_gemma":[0.9994202,0.0001213513,0.000209407,0.00004069568,0.0001110688,0.00009728371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007802249,0.0000365278,0.9968625,0.000007263031,0.00002112928,0.0002431459,0.0006440823,0.00007173628,0.0004408935,0.00001810274,0.0001231139,0.001453579],"study_design_scores_gemma":[0.000004974609,0.00009577976,0.9980096,0.000005194645,0.000009366427,0.0004277978,0.001007283,0.0001681098,0.00004164165,0.0000141085,0.0002121834,0.000003880505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999745,0.00004172153,0.00002173497,0.00002642227,0.000001996562,0.000003152235,0.00005673716,6.181403e-7,0.000102694],"genre_scores_gemma":[0.9998011,0.00003106592,0.00002486206,0.00001381036,0.000003853552,0.000004487772,0.0000726164,7.145165e-7,0.00004753057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0074298,"threshold_uncertainty_score":0.01477313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412037195866109,"score_gpt":0.4309489459049275,"score_spread":0.3768285739462664,"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."}}