{"id":"W2800046750","doi":"10.2196/resprot.9532","title":"Integrated Models of Care for People Living with Hepatitis C Virus and a Substance Use Disorder: Protocol for a Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Hepatitis C virus research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; AIDS Vancouver; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Protocol (science); Medicine; Substance use; Hepatitis C virus; Virology; Psychiatry; Alternative medicine; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.1146844,0.005539258,0.01408739,0.01522008,0.004836781,0.008772659,0.00663705,0.007467536,0.06396181],"category_scores_gemma":[0.1259896,0.006281649,0.01780632,0.01643054,0.004791641,0.009627172,0.006754641,0.007996584,0.01051212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02107384,"about_ca_system_score_gemma":0.08632765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009513265,"about_ca_topic_score_gemma":0.01978865,"domain_scores_codex":[0.9388221,0.0284935,0.02036598,0.00346774,0.006295566,0.002555164],"domain_scores_gemma":[0.9268882,0.03102573,0.01442024,0.006680366,0.01813989,0.002845648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005642787,0.0004097539,0.0008628467,0.8929827,0.00262026,0.0007771033,0.003906217,0.001675929,0.00146737,0.00779386,0.0361742,0.04568699],"study_design_scores_gemma":[0.02571115,0.002026618,0.004478969,0.6961845,0.008874991,0.0006883909,0.003846468,0.001371259,0.001984512,0.01367148,0.240585,0.0005767029],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002314804,0.0013528,0.001140874,0.0003511856,0.0001550078,0.9935468,0.002758002,0.00005592656,0.0004079355],"genre_scores_gemma":[0.0002038571,0.00105962,0.002756454,0.0001279888,0.00001462432,0.9952499,0.0004069626,0.000005042475,0.0001756187],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1146844,"threshold_uncertainty_score":0.6065161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3262924476901017,"score_gpt":0.5600473499967927,"score_spread":0.233754902306691,"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."}}