{"id":"W7017892638","doi":"","title":"Characterizing the impact of a novel electronic consultation platform on access to Hepatitis C treatment in a Manitoba context","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Context (archaeology); Hepatitis C; Hepatitis C virus; eHealth; Telemedicine; Stakeholder; Primary care","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":[0.0001678816,0.0002565039,0.0004732881,0.0008753808,0.0001224261,0.00008236067,0.0003894256,0.0002363082,0.00001087574],"category_scores_gemma":[0.00003920745,0.0002261484,0.0001809579,0.0006822523,0.00003229361,0.0004137858,0.00007533234,0.0002713689,0.00006836407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007221879,"about_ca_system_score_gemma":0.0001903488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.468693,"about_ca_topic_score_gemma":0.9688541,"domain_scores_codex":[0.9989298,0.00001147124,0.0002174706,0.0003193483,0.0002057741,0.0003161499],"domain_scores_gemma":[0.9990285,0.00006189141,0.0004538167,0.0002501042,0.000190963,0.00001474707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006211557,0.002774641,0.4687312,0.01034994,0.003144359,0.0004651024,0.01709502,0.0005246043,0.01181148,0.1125617,0.008428866,0.3579015],"study_design_scores_gemma":[0.001697556,0.0004739856,0.9242873,0.0015841,0.0001706163,0.000003565654,0.05617322,0.001884639,0.0001518078,0.0003326814,0.01282013,0.0004204746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948789,0.00008432185,0.00002308359,0.001241392,0.0002835527,0.001154223,0.00004170719,0.00005945431,0.002233309],"genre_scores_gemma":[0.9992467,0.00009940506,0.000007958465,0.00007107563,0.0001084014,0.000008620519,0.0002437397,0.00002909841,0.000185027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5001611,"threshold_uncertainty_score":0.9222066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277225215347663,"score_gpt":0.2663072277437654,"score_spread":0.2335349755902887,"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."}}