{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000944122,0.0001464999,0.0002267281,0.0002424139,0.001168257,0.0001615263,0.000317648,0.0000362505,0.003021296],"category_scores_gemma":[0.0005641363,0.00009963875,0.0002168187,0.0003736456,0.00008998928,0.0002125451,0.0001240037,0.000563742,0.00003152526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066254,"about_ca_system_score_gemma":0.0009334884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103239,"about_ca_topic_score_gemma":0.00001844879,"domain_scores_codex":[0.9977345,0.0003156329,0.0003442347,0.0002370011,0.000995269,0.0003733389],"domain_scores_gemma":[0.998619,0.00008816121,0.0001357915,0.0003456405,0.0006422313,0.0001691712],"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":[0.001779707,0.0009297141,0.006982189,0.00005995504,0.0008400954,0.0002867163,0.03093646,0.0003105525,0.004195263,0.00009510861,0.7511033,0.2024809],"study_design_scores_gemma":[0.00493798,0.003975004,0.00465195,0.00003025059,0.0001790444,0.004592619,0.01106864,0.001294474,0.003240053,0.0006132026,0.9652182,0.0001985101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299062,0.000676587,0.00053539,0.0592618,0.002273534,0.003171901,0.0005441502,0.0001030037,0.003527394],"genre_scores_gemma":[0.9517815,0.00154001,0.001102623,0.000333999,0.001974572,0.001637178,0.0001488972,0.00006599148,0.04141531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2141149,"threshold_uncertainty_score":0.9978901,"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."}}