{"id":"W3087423881","doi":"10.1177/1925362120944738","title":"Deaths Associated With Community Donation Bins: A Ten-Year Retrospective Review Describing Five Cases in British Columbia and Ontario","year":2020,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Advantage Forensics (Canada); University of Toronto; Health Sciences Centre; University of British Columbia","funders":"","keywords":"Donation; Coroner; Jurisdiction; Medicine; Organ donation; Socioeconomic status; Harm; Medical emergency; Family medicine; Poison control; Suicide prevention; Law; Political science; Environmental health; Transplantation; Surgery; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003591137,0.00009064527,0.0003614521,0.00003445632,0.00009994226,0.00001352226,0.00005024814,0.0001930927,0.00005355965],"category_scores_gemma":[0.0008069641,0.0001180022,0.00002552074,0.0002857666,0.0001487268,0.0001158329,0.00002320728,0.001096081,0.000003995622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531872,"about_ca_system_score_gemma":0.0001199878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03627457,"about_ca_topic_score_gemma":0.5534114,"domain_scores_codex":[0.9989659,0.0002214301,0.0002707575,0.0002192882,0.0001516922,0.0001709174],"domain_scores_gemma":[0.9994434,0.000142808,0.0001222135,0.00008219822,0.0001264778,0.00008287198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004808377,0.00003325259,0.9930916,0.000160293,0.00003029237,0.0006226351,0.003310361,3.647978e-7,0.0001807065,0.00003890029,0.0006371734,0.001846331],"study_design_scores_gemma":[0.002224354,0.000519339,0.9924246,0.002448309,0.0001607084,0.001306543,0.0005055466,0.00002548962,0.00004063772,0.0001825335,0.00004375696,0.000118151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966582,0.001178809,0.00002541376,0.001239232,0.00002767638,0.0005030248,0.00004314674,0.00005924127,0.0002652295],"genre_scores_gemma":[0.9912618,0.002903434,0.0002407113,0.005099236,0.00001950086,0.00001931845,0.0003262153,0.00001570586,0.0001140183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5171369,"threshold_uncertainty_score":0.970143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301030269971329,"score_gpt":0.2586822420013449,"score_spread":0.2156719393016316,"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."}}