{"id":"W1996563616","doi":"10.1080/07481187.2010.518513","title":"Suicide by Oxygen Deprivation with Helium: A Preliminary Study of British Columbia Coroner Investigations","year":2011,"lang":"en","type":"article","venue":"Death Studies","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University; Telus (Canada)","funders":"","keywords":"Coroner; Poison control; Suicide prevention; Occupational safety and health; Medicine; Injury prevention; Law; History; Medical emergency; Political science","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":[0.003969037,0.0004547271,0.0007789535,0.008718799,0.006179077,0.002742727,0.001371988,0.001028968,0.00252656],"category_scores_gemma":[0.02986049,0.0008063829,0.0003917954,0.01348003,0.001826838,0.001453021,0.00379349,0.001270834,0.0005687477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01560626,"about_ca_system_score_gemma":0.01984107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8240749,"about_ca_topic_score_gemma":0.9301981,"domain_scores_codex":[0.9946519,0.001211012,0.0007701669,0.0004551384,0.001714597,0.001197272],"domain_scores_gemma":[0.9779359,0.006253225,0.005504063,0.001014326,0.007884928,0.001407511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001842276,0.000101465,0.9285649,0.0003278688,0.00004984432,0.001277158,0.05656125,0.00003446463,0.0002811665,0.0002281979,0.002136226,0.0102532],"study_design_scores_gemma":[0.000006866537,0.00005085388,0.9373018,0.0003370222,0.00004119518,0.0005327254,0.05823461,0.00006414552,0.00007883587,0.00005078526,0.003271393,0.00002979228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940256,0.002113242,0.00008361007,0.0005429314,0.00001135834,0.0001264657,0.0006887603,0.000003614706,0.002404434],"genre_scores_gemma":[0.9931948,0.003854756,0.0001820496,0.0004230432,0.00001767754,0.0001462312,0.000823917,0.0000102989,0.001347307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759251,"threshold_uncertainty_score":0.3539222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06773198204246172,"score_gpt":0.300870646958928,"score_spread":0.2331386649164662,"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."}}