{"id":"W2768070020","doi":"10.1016/s2214-109x(17)30430-8","title":"Estimates are not enough: scaling-up interventions to improve the health of people who inject drugs","year":2017,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Psychological intervention; Medicine; MEDLINE; Environmental health; Political science; Psychiatry","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":[0.1799653,0.003001151,0.005394404,0.008765684,0.001489761,0.008256256,0.004384689,0.004595558,0.01095911],"category_scores_gemma":[0.4091498,0.002325831,0.004385852,0.008945799,0.003596778,0.01470735,0.009691543,0.008642217,0.002184895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006804399,"about_ca_system_score_gemma":0.02798774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01920865,"about_ca_topic_score_gemma":0.0254844,"domain_scores_codex":[0.8172485,0.1534799,0.009809642,0.00325508,0.01434015,0.00186662],"domain_scores_gemma":[0.693184,0.2433262,0.01792955,0.01049874,0.03016285,0.004898589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007999496,0.0002223762,0.004787282,0.06343821,0.005052401,0.000182958,0.003407612,0.001576526,0.0002641992,0.01441458,0.2176563,0.6881975],"study_design_scores_gemma":[0.002598687,0.002190711,0.01906646,0.4317728,0.01375035,0.000239401,0.006545019,0.003811128,0.0008248201,0.08912276,0.429525,0.000552737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003245566,0.6569262,0.009647131,0.3012674,0.01414258,0.002333504,0.003367492,0.000399639,0.008670448],"genre_scores_gemma":[0.1147181,0.6712999,0.06176227,0.1266118,0.01237998,0.007924711,0.002992882,0.0004407988,0.001869637],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1799653,"threshold_uncertainty_score":0.9517589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08220179003431304,"score_gpt":0.4386621695029009,"score_spread":0.3564603794685878,"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."}}