{"id":"W2998869489","doi":"10.1111/add.14918","title":"Commentary on Hancock <i>et al</i>. (2020): Low dead space syringes are just one component of an integrated package of care needed to tackle HCV and social exclusion among people who inject drugs","year":2020,"lang":"en","type":"letter","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Syringe; Social exclusion; Psychological intervention; Harm reduction; Medicine; Human immunodeficiency virus (HIV); Public health; Population; Environmental health; Gerontology; Family medicine; Psychiatry; Nursing; Political science; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001671279,0.0005507246,0.001388631,0.0003764628,0.0001875033,0.00003146857,0.0001990753,0.0004751455,0.00006819946],"category_scores_gemma":[0.00007523957,0.0005520323,0.0001618779,0.000511036,0.000141492,0.0001555106,0.0002403862,0.001647593,0.0000147402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004019219,"about_ca_system_score_gemma":0.00009938751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005128365,"about_ca_topic_score_gemma":0.00224194,"domain_scores_codex":[0.9969212,0.0003844783,0.0006399747,0.0007511117,0.0009159065,0.000387368],"domain_scores_gemma":[0.9981707,0.00017988,0.0006142445,0.0005014779,0.0003358572,0.0001978869],"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":[0.0009117841,0.0002365092,0.001184226,0.00128113,0.0002294032,0.000107686,0.0589854,0.00002315781,0.004465777,7.045326e-7,0.9292559,0.003318327],"study_design_scores_gemma":[0.009150187,0.01015579,0.04059211,0.01382943,0.00232871,0.00003209959,0.3551427,0.0009958,0.05016552,0.000009368807,0.5156038,0.001994539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6074421,0.0001417418,0.00006697619,0.3893916,0.0003380992,0.001087956,0.001238953,0.0001322463,0.0001603559],"genre_scores_gemma":[0.6077623,0.0001858945,0.0002477619,0.3809311,0.001021923,0.00005317794,0.009541499,0.0001455052,0.0001107532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4136521,"threshold_uncertainty_score":0.9996931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838467989496955,"score_gpt":0.2847187972544098,"score_spread":0.2663341173594403,"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."}}