{"id":"W2941300355","doi":"10.1097/qai.0000000000002063","title":"Heating Injection Drug Preparation Equipment Used for Opioid Injection May Reduce HIV Transmission Associated With Sharing Equipment","year":2019,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Hydromorphone; Context (archaeology); Drug; Medicine; Pharmacology; Opioid; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003964395,0.0002375902,0.0001506418,0.0002401217,0.0002678094,0.0004258562,0.0004742728,0.0003761594,0.004969542],"category_scores_gemma":[0.001183603,0.00008130258,0.0002276251,0.000231489,0.0003062603,0.0003385622,0.0002660879,0.0002343055,0.0004103911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007073208,"about_ca_system_score_gemma":0.0007488421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004690859,"about_ca_topic_score_gemma":0.00965287,"domain_scores_codex":[0.9997911,0.00004740502,0.00001219499,0.00002215713,0.00007052631,0.00005664247],"domain_scores_gemma":[0.9994277,0.0001131748,0.0002665836,0.00004278338,0.0001066017,0.00004297283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00178052,0.001796103,0.2067153,0.003018343,0.0001901833,0.000764852,0.0009871612,0.002044525,0.3402883,0.0008011603,0.003212934,0.4384006],"study_design_scores_gemma":[0.0001258458,0.007418489,0.7005001,0.0009309512,0.0003806216,0.001931614,0.001976941,0.002989079,0.2545275,0.0008626411,0.0282968,0.00005945078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874365,0.00349475,0.002532198,0.0006960683,0.00002664714,0.0001207687,0.0001398772,0.000137592,0.005415699],"genre_scores_gemma":[0.9921762,0.001282273,0.004727937,0.0001789444,0.00001468851,0.00003648933,0.00009906368,0.000009600569,0.001474773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004969542,"threshold_uncertainty_score":0.01662475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290597503419394,"score_gpt":0.3271757837511524,"score_spread":0.2942698087169585,"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."}}