{"id":"W4367300375","doi":"10.1177/27536386231171813","title":"The paramedic role in caring for people who use illicit and controlled drugs: A scoping review","year":2023,"lang":"en","type":"review","venue":"Paramedicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"CINAHL; Medicine; Grey literature; Inclusion (mineral); MEDLINE; Health care; Relevance (law); Nursing; Medical emergency; Psychology; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001532053,0.0007563949,0.007255412,0.0003131916,0.0001815895,0.00006245586,0.0002356337,0.0002912224,0.00001391924],"category_scores_gemma":[0.004303348,0.0004248104,0.0006105882,0.0008043181,0.0001578327,0.00006309436,0.0001289256,0.0006374129,0.00004368199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709182,"about_ca_system_score_gemma":0.0008184377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004671681,"about_ca_topic_score_gemma":0.0002558425,"domain_scores_codex":[0.9957515,0.0002345937,0.001840014,0.0008101796,0.0005705664,0.0007931211],"domain_scores_gemma":[0.9918712,0.006165316,0.0006372465,0.0009071914,0.0001253087,0.0002936806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001860998,0.0001162436,0.0001772928,0.3894116,0.0009590954,0.00007522729,0.001143343,5.986169e-7,5.795949e-8,0.00009280166,0.001392136,0.6064456],"study_design_scores_gemma":[0.007648189,0.0002849505,0.00006997382,0.7811744,0.005781271,0.00007883941,0.0004054847,0.0001655809,6.701701e-8,0.00004674978,0.2040214,0.0003230945],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008280277,0.9770472,0.00001430998,0.001463114,0.000283019,0.02082858,0.00003178702,0.0001149084,0.000134262],"genre_scores_gemma":[0.00001451116,0.9882037,0.00007855402,0.0006657352,0.0002797215,0.009215772,0.0002893861,0.0001649867,0.001087647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6061224,"threshold_uncertainty_score":0.9998204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04836972786130009,"score_gpt":0.3824935894581628,"score_spread":0.3341238615968627,"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."}}