{"id":"W4224223041","doi":"10.1186/s12954-022-00619-3","title":"Peer-facilitated treatment access for hepatitis C: the Live Hep C Free project","year":2022,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"General partnership; Medicine; Health psychology; Public health; Nursing; Health care; Public relations; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03655972,0.000445054,0.000676135,0.0005263406,0.007670787,0.005288696,0.004973127,0.01499828,0.007643491],"category_scores_gemma":[0.1228811,0.0003117268,0.001190838,0.0005825487,0.01411156,0.006324275,0.007376054,0.01804535,0.001136009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005929428,"about_ca_system_score_gemma":0.03194699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01514608,"about_ca_topic_score_gemma":0.01753318,"domain_scores_codex":[0.8978663,0.08794213,0.002366417,0.001970468,0.007025214,0.002829478],"domain_scores_gemma":[0.8612952,0.1114445,0.003566955,0.003177821,0.01194944,0.008566136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002307941,0.0001253974,0.0008026143,0.006648411,0.00008729841,0.001802262,0.05879962,0.0001907777,0.0002080677,0.09617924,0.7385007,0.09642477],"study_design_scores_gemma":[0.000133885,0.0002223787,0.001159426,0.007979255,0.00006024223,0.0006607474,0.0149013,0.0001690489,0.0002079092,0.01050259,0.9639398,0.00006343817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003595138,0.01881531,0.001246277,0.9358959,0.02071662,0.0001756712,0.00006154928,0.00004414383,0.01944929],"genre_scores_gemma":[0.1687382,0.03651602,0.003297155,0.7450051,0.03017737,0.001507664,0.0001089388,0.0001742999,0.01447523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03655972,"threshold_uncertainty_score":0.1933486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225655417871902,"score_gpt":0.4086085935264617,"score_spread":0.2860430517392716,"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."}}