{"id":"W6921121577","doi":"10.6084/m9.figshare.27915477.v1","title":"Additional file 1 of Chronic disease diagnoses and health service use among people who died of illicit drug toxicity in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Illicit drug; Medical diagnosis; Drug; Social deprivation; Service (business); Health services; Chronic disease; Occupational safety and health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006502756,0.0005729388,0.0009668318,0.003128394,0.001623004,0.001124956,0.001400761,0.0005431445,0.5841804],"category_scores_gemma":[0.01069771,0.0004595691,0.0005802606,0.008268348,0.0002206061,0.0007576885,0.0007211991,0.0007158694,0.03928061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006613776,"about_ca_system_score_gemma":0.01270807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8274529,"about_ca_topic_score_gemma":0.871224,"domain_scores_codex":[0.9993579,0.00006129446,0.00009338716,0.0001450991,0.0001787015,0.0001636762],"domain_scores_gemma":[0.9911,0.002665298,0.0007224425,0.0004517195,0.004571759,0.0004886983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007280765,0.00003118742,0.008064889,0.0005397744,0.0000284422,0.00003152961,0.00006148309,0.0001579489,0.00001792548,0.0003478912,0.9869768,0.003669256],"study_design_scores_gemma":[0.001795257,0.00008781731,0.3253971,0.004264961,0.0001894372,0.0003231723,0.001421355,0.001966941,0.0003110269,0.002045627,0.6620599,0.0001374092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003189138,0.00001562401,0.00002654678,0.00003487678,0.00001031065,0.00003850805,0.9981792,0.00002084947,0.001355238],"genre_scores_gemma":[0.01280753,0.000204045,0.000556155,0.000228912,0.00004099139,0.0007180583,0.9724057,0.00008626594,0.01295215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5841804,"threshold_uncertainty_score":0.5931163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317834164622837,"score_gpt":0.3237291519272429,"score_spread":0.2805508102810146,"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."}}