{"id":"W3212334906","doi":"10.1111/jvh.13630","title":"Electronic nose versus quadrupole mass spectrometry for identifying viral hepatitis C patients","year":2021,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis C virus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Lakehead University","funders":"","keywords":"Medicine; Gastroenterology; Hepatitis C; Internal medicine; Hepatitis","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":[0.000807427,0.0003756188,0.0003145159,0.0009321687,0.0002068342,0.0004344149,0.0002204045,0.000510551,0.001692267],"category_scores_gemma":[0.0008401521,0.0001097673,0.0002168875,0.0004212796,0.0001814139,0.0001992449,0.000250791,0.0002195088,0.0004245846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383323,"about_ca_system_score_gemma":0.0002355042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154969,"about_ca_topic_score_gemma":0.00277041,"domain_scores_codex":[0.9994475,0.0001644912,0.00004975227,0.000129013,0.0001562675,0.00005286892],"domain_scores_gemma":[0.9996442,0.000134187,0.00007015688,0.00001303597,0.0001148215,0.00002354789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00287853,0.0005460734,0.5393013,0.0005920481,0.0002989543,0.0006322745,0.0002254483,0.0004841492,0.3323252,0.0002473573,0.001775322,0.1206933],"study_design_scores_gemma":[0.0001572974,0.003346046,0.7924571,0.0002108924,0.0004203134,0.006372436,0.001058564,0.01620691,0.1734164,0.0005213339,0.00574614,0.00008648118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861037,0.004827325,0.005251287,0.0002914568,0.0001110846,0.0001398494,0.0007310188,0.0001505442,0.002393761],"genre_scores_gemma":[0.989146,0.0007275064,0.008455588,0.0004512811,0.00002805074,0.00003705761,0.0002490403,0.000007367857,0.0008980052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001692267,"threshold_uncertainty_score":0.00566119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286927990297579,"score_gpt":0.3502415332088735,"score_spread":0.3173722533058977,"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."}}