{"id":"W6923565747","doi":"10.14288/1.0431058","title":"Safe Supply, Part 1 : Harm Reduction","year":2023,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Harm reduction; Drug; State (computer science); Drug overdose; Poison control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006899935,0.0007418154,0.0007206784,0.0009132926,0.003785393,0.006160046,0.001395765,0.009406176,0.02332178],"category_scores_gemma":[0.01413148,0.0003445548,0.000665129,0.001186856,0.005553779,0.004674627,0.004610375,0.01153514,0.00471787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006207339,"about_ca_system_score_gemma":0.01997225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02280818,"about_ca_topic_score_gemma":0.05191651,"domain_scores_codex":[0.9927256,0.001920249,0.0003527018,0.0004963282,0.003428386,0.001076735],"domain_scores_gemma":[0.9928415,0.00212175,0.0004811157,0.0004285266,0.002257458,0.001869734],"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":[0.00004251078,0.0001707951,0.0008463212,0.001172899,0.00003420929,0.0002102367,0.002715417,0.0002384449,0.0008593595,0.0745097,0.7569137,0.1622864],"study_design_scores_gemma":[0.00001123663,0.0000691164,0.001643119,0.001126901,0.00001392536,0.0002207876,0.00115258,0.00006204748,0.0004208712,0.01552026,0.9797413,0.0000179717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003258673,0.03759188,0.007784277,0.7445356,0.01529069,0.0005511018,0.0003369318,0.0002263532,0.1904246],"genre_scores_gemma":[0.04530065,0.05461305,0.0138757,0.6666476,0.0108571,0.0008997827,0.000607963,0.0003553167,0.2068429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9771918,"threshold_uncertainty_score":0.07801914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528937403486195,"score_gpt":0.2092711674739736,"score_spread":0.1939817934391116,"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."}}