{"id":"W4385276277","doi":"10.3138/canlivj-2023-0008","title":"The Canadian hepatitis C treatment landscape: Time to turn chaos into order","year":2023,"lang":"en","type":"editorial","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus; University of Calgary; Alberta Health; Alberta Health Services","funders":"","keywords":"CHAOS (operating system); Order (exchange); Geography; Computer science; Economics; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008854452,0.0005055118,0.0006747764,0.001566855,0.001932831,0.0007728265,0.0006749012,0.0009350134,0.005597701],"category_scores_gemma":[0.003674492,0.0003760325,0.0002472076,0.0008394687,0.0001319393,0.00009424104,0.00005483206,0.002252657,0.01837819],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01352201,"about_ca_system_score_gemma":0.05522526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9832204,"about_ca_topic_score_gemma":0.9996221,"domain_scores_codex":[0.9953354,0.0002351632,0.0005260897,0.0004999422,0.001504967,0.001898447],"domain_scores_gemma":[0.9890563,0.000687117,0.0001265096,0.0006924419,0.001457682,0.007979966],"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":[0.00003025169,0.000008556989,0.0008037182,0.00002526254,0.000403018,0.007382676,0.0005540106,0.000003237385,0.000001301775,0.000003188689,0.9443939,0.04639084],"study_design_scores_gemma":[0.0007773562,0.0006133594,0.001067677,0.00031301,0.0001440926,0.00009522228,0.00003434213,0.0001350192,0.00000228299,0.00001351678,0.9964408,0.0003633411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006614641,0.003527256,0.000002527703,0.02503058,0.9397289,0.001778095,0.002780776,0.00008264567,0.02640778],"genre_scores_gemma":[0.0004694829,0.008370604,0.000124064,0.0006909787,0.845681,0.0001463796,0.0006866486,0.0003033637,0.1435275],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1171197,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429902065649561,"score_gpt":0.2869364534383379,"score_spread":0.2726374327818423,"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."}}