{"id":"W4402351076","doi":"10.1109/tvcg.2024.3456212","title":"Collaborative Forensic Autopsy Documentation and Supervised Report Generation Using a Hybrid Mixed-Reality Environment and Generative AI","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Visualization and Computer Graphics","topic":"Artificial Intelligence in Law","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Knut och Alice Wallenbergs Stiftelse; University of Toronto","keywords":"Documentation; Computer science; Forensic science; Artificial intelligence; Data science; Human–computer interaction; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003902552,0.0001493164,0.0001368408,0.0001737195,0.0007989833,0.000504001,0.00003432901,0.00008635358,0.00002836462],"category_scores_gemma":[0.000005208954,0.000155701,0.000032856,0.0003543176,0.0003569721,0.0005680759,0.00000289539,0.0001084298,0.000001567079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007593926,"about_ca_system_score_gemma":0.00009229817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000365948,"about_ca_topic_score_gemma":0.0005727111,"domain_scores_codex":[0.9986373,0.0002609191,0.0002723129,0.0004044522,0.0002770299,0.0001479523],"domain_scores_gemma":[0.9995365,0.00008925799,0.00006036364,0.00009185384,0.0001162733,0.0001057426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003730538,0.0001859236,0.0003448563,0.00007715809,0.000194464,0.00005238123,0.03412191,0.006510691,0.00174463,0.9204491,0.0007415817,0.03553999],"study_design_scores_gemma":[0.00009913486,0.00009700283,0.0001027836,0.00003667353,0.00006622713,0.0000220459,0.0006500161,0.9864175,0.007711305,0.001784707,0.002818024,0.0001945191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2334688,0.0001117473,0.7650568,0.0003935933,0.0005429651,0.0003140237,0.0000252088,0.00007306733,0.00001377808],"genre_scores_gemma":[0.9970256,0.0009595813,0.001266757,0.0004332452,0.0001787744,0.00002663778,0.00003456168,0.00001608468,0.00005875959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9799069,"threshold_uncertainty_score":0.6349301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0489975456957889,"score_gpt":0.3610277385809945,"score_spread":0.3120301928852056,"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."}}