{"id":"W3206918629","doi":"10.3138/canlivj-2021-0027","title":"ECHO+: Improving access to hepatitis C care within Indigenous communities in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health; Alberta Health Services","funders":"","keywords":"Echo (communications protocol); Indigenous; Geography; Medicine; Political science; Computer science; Computer security; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022674,0.0001607189,0.0003011143,0.000527275,0.0004147651,0.0002813763,0.0003952741,0.00009926329,0.001333695],"category_scores_gemma":[0.0004028471,0.0001749573,0.00004942224,0.0004992916,0.00004226763,0.0002363974,0.0001031826,0.001111998,0.00002903794],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005365137,"about_ca_system_score_gemma":0.03600737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998638,"about_ca_topic_score_gemma":0.9999979,"domain_scores_codex":[0.9979956,0.0002081855,0.0003544726,0.0001681965,0.0004800181,0.0007935503],"domain_scores_gemma":[0.9970374,0.0001084247,0.00005923189,0.0003573642,0.0005803308,0.001857248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001653786,0.00001328767,0.9094325,0.0001005309,0.00005284508,0.01775774,0.0253181,0.00009760028,0.00003577695,0.00001472732,0.006136851,0.04102355],"study_design_scores_gemma":[0.001794379,0.0002838695,0.8329268,0.0009995212,0.00006268342,0.002878201,0.02136525,0.0004637426,0.001692024,0.00002654025,0.1368287,0.0006782734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883375,0.001039364,0.00001202697,0.001978335,0.0004037919,0.0003035954,0.0001159701,0.000005641686,0.007803846],"genre_scores_gemma":[0.9923853,0.0002461079,0.0003064767,0.005731039,0.0001948233,0.00001412053,0.00005746555,0.00003867844,0.001025971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306918,"threshold_uncertainty_score":0.9995793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767154364794756,"score_gpt":0.281500533107886,"score_spread":0.2538289894599385,"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."}}