{"id":"W4236270327","doi":"10.21203/rs.3.rs-24831/v2","title":"Peer-Assisted Injection as a Harm Reduction Measure in a Supervised Consumption Service: A Mixed Method Study of Client Experiences","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"University of Lethbridge","keywords":"Harm reduction; Measure (data warehouse); Consumption (sociology); Harm; Service (business); Reduction (mathematics); Psychology; Social psychology; Computer science; Business; Sociology; Medicine; Marketing; Data mining; Nursing; Mathematics; Public health; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008634621,0.0004413322,0.0008987166,0.001188185,0.004437336,0.003610259,0.001718187,0.001113973,0.002241896],"category_scores_gemma":[0.0172288,0.0008182629,0.0004309202,0.001368784,0.002406797,0.002219424,0.003446898,0.001897812,0.0003495146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003566847,"about_ca_system_score_gemma":0.003769543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008786979,"about_ca_topic_score_gemma":0.01941728,"domain_scores_codex":[0.9926372,0.004953721,0.0002839672,0.0003310005,0.0009517884,0.0008423271],"domain_scores_gemma":[0.9899601,0.00617526,0.001254596,0.0003919662,0.001341663,0.0008764517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009441287,0.0007108774,0.03238526,0.0001755485,0.00001731971,0.0006191519,0.9504536,0.00003725168,0.0009567914,0.0003262572,0.0004001459,0.01382338],"study_design_scores_gemma":[0.00001455879,0.0005053864,0.02594852,0.0001131878,0.00001563427,0.0003663021,0.9698675,0.0003687095,0.0005314898,0.0001429549,0.002095242,0.000030541],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986944,0.00009271429,0.000281572,0.0001503608,0.000004426417,0.0001154974,0.0000302506,0.0000046264,0.0006262009],"genre_scores_gemma":[0.9973105,0.0003008582,0.0008893157,0.0001846249,0.00001092437,0.0002851442,0.00003804015,0.0000114319,0.0009691679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008786979,"threshold_uncertainty_score":0.04566485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2924484046715964,"score_gpt":0.5142534544563758,"score_spread":0.2218050497847794,"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."}}