{"id":"W4405120262","doi":"10.1016/j.aohep.2024.101625","title":"P-11 REAL-WORLD DATA WITH PANGENOTYPIC DIRECT-ACTING ANTIVIRALS IN LATINAMERICA: PRELIMINARY RESULTS OF THE SVR10K STUDY","year":2024,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Real world data; Data science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001103537,0.0001621863,0.0007122592,0.0003063424,0.00005394944,0.000006447967,0.0003577056,0.00004084554,0.000008305577],"category_scores_gemma":[0.001100716,0.00009787807,0.00005397239,0.001081137,0.0004815587,0.0001111943,0.0006044864,0.0003003913,0.000006131577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001890045,"about_ca_system_score_gemma":0.0002097533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007517277,"about_ca_topic_score_gemma":0.009734468,"domain_scores_codex":[0.9978453,0.0003921561,0.0005804669,0.000449408,0.0003600558,0.0003726392],"domain_scores_gemma":[0.9976457,0.0008787684,0.0002118353,0.00104816,0.0001771239,0.00003844676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003621208,0.0004758024,0.9702983,0.0003336712,0.0004059934,0.0003580834,0.002418539,0.000006982694,0.0003442141,0.00006565128,0.006910439,0.01476108],"study_design_scores_gemma":[0.001256671,0.003343493,0.9693144,0.0006911362,0.0001335126,0.0000134917,0.00158539,0.0006473336,0.004817151,0.00003213201,0.01801147,0.0001538439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982901,0.001710314,0.000001151619,0.004087005,0.00006569628,0.0007312478,0.0001126339,0.00003632574,0.01035461],"genre_scores_gemma":[0.9985961,0.0006352009,0.0001153295,0.0002045896,0.00003508518,0.00002544487,0.0000144676,0.0000226868,0.0003510907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569509,"threshold_uncertainty_score":0.9990917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2800611686109786,"score_gpt":0.467023218192806,"score_spread":0.1869620495818274,"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."}}