{"id":"W3187732068","doi":"10.3390/v13081580","title":"SHARED: An International Collaboration to Unravel Hepatitis C Resistance","year":2021,"lang":"en","type":"editorial","venue":"Viruses","topic":"Hepatitis C virus research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control","keywords":"Virology; Resistance (ecology); Hepatitis C; Hepatitis; Hepatitis virus; Medicine; Computational biology; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003462539,0.0003197468,0.0005535595,0.0004400302,0.0001123806,0.0004010455,0.0004569924,0.0006550562,0.002039752],"category_scores_gemma":[0.007114553,0.0003430558,0.00008637866,0.0006871902,0.00005952313,0.0004853059,0.0001926178,0.0007329732,0.0006497321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007820941,"about_ca_system_score_gemma":0.002552849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664154,"about_ca_topic_score_gemma":0.0165588,"domain_scores_codex":[0.9957641,0.0001676056,0.000504287,0.0008266807,0.002367133,0.0003701832],"domain_scores_gemma":[0.9958871,0.0003327474,0.0001387766,0.0008513604,0.002361412,0.0004286263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003140871,0.0001332806,0.002177062,0.0001332031,0.0001324393,0.000388117,0.0002065603,0.000001840729,0.001529141,0.0001109085,0.992559,0.002314383],"study_design_scores_gemma":[0.0006545285,0.0002324925,0.001218198,0.0006688335,0.00004587274,9.272673e-7,0.00004286843,0.00001738331,0.001746934,0.00002125411,0.995046,0.0003047706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003341447,0.0006263884,0.0001269607,0.001486251,0.9593849,0.001033482,0.009629242,0.0002158185,0.02415556],"genre_scores_gemma":[0.000909713,0.002420832,0.003836657,0.001273795,0.967608,0.000275492,0.007535513,0.0001572011,0.01598277],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01489464,"threshold_uncertainty_score":0.9999021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804431970059183,"score_gpt":0.3941998725266499,"score_spread":0.356155552826058,"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."}}