{"id":"W2791057645","doi":"10.14740/gr963w","title":"Assessment of Knowledge, Attitudes, and Practices Regarding Chronic Hepatitis C Treatment and Its Challenges: A Survey of Internal Medicine Residents in a Community Hospital","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Modalities; Descriptive statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007258717,0.000178235,0.0007527896,0.0007890291,0.0001237612,0.00001072636,0.0002591388,0.0001289219,0.00007897665],"category_scores_gemma":[0.003258314,0.0001468084,0.00003067192,0.0002945692,0.001540418,0.0001449094,0.0006189139,0.0009224685,0.000003966194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004679718,"about_ca_system_score_gemma":0.0003857764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05167995,"about_ca_topic_score_gemma":0.2178102,"domain_scores_codex":[0.9935882,0.004277689,0.0005773762,0.0003876447,0.0005518174,0.0006172832],"domain_scores_gemma":[0.9965265,0.001397765,0.0002631899,0.0004718955,0.001110303,0.0002303943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008665915,0.0009983758,0.9891754,0.0007118261,0.0002504915,0.00004675564,0.002048304,8.674103e-8,0.002102903,0.00003837154,0.0001134213,0.003647428],"study_design_scores_gemma":[0.004667314,0.02831128,0.964686,0.001127594,0.00002213129,0.00004787646,0.0002395601,0.0004856602,0.0003008999,0.00001520496,0.00004793181,0.00004858073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923985,0.004142865,0.00000771476,0.0009454993,0.00005771017,0.0007375837,0.00002783511,0.000008187594,0.001674075],"genre_scores_gemma":[0.9811375,0.01846389,0.0001016127,0.00001213664,0.00009406023,0.00007240357,0.00001652243,0.00002147235,0.00008040759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661302,"threshold_uncertainty_score":0.954635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798698637361958,"score_gpt":0.4973014809936974,"score_spread":0.3174316172575016,"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."}}