{"id":"W4412654777","doi":"10.1017/cjn.2025.10378","title":"Neuropathology of Fatal Falls in Southwestern Ontario","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"London Health Sciences Centre","keywords":"Neuropathology; Geography; Medicine; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000259742,0.0003250656,0.0002054766,0.001972014,0.002194578,0.0006006139,0.0005347683,0.000266607,0.001878194],"category_scores_gemma":[0.0009804934,0.000225838,0.0001801862,0.002021049,0.00065439,0.0002051189,0.0006256183,0.0001710922,0.000225385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006203364,"about_ca_system_score_gemma":0.006074758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7391063,"about_ca_topic_score_gemma":0.8778237,"domain_scores_codex":[0.9996634,0.00001423526,0.00003950132,0.00003814575,0.0001346365,0.0001101104],"domain_scores_gemma":[0.9991969,0.00003114103,0.0003339954,0.00002583525,0.0003218217,0.00009021258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007109452,0.00001018569,0.9865399,0.00006289298,0.00001849052,0.006514681,0.001415847,0.00004379577,0.001031377,0.00003492472,0.0004743703,0.003782334],"study_design_scores_gemma":[0.000001794158,0.00002497901,0.992488,0.00004148905,0.00001072384,0.004942854,0.001595812,0.00005417745,0.0001130062,0.00003223319,0.0006903559,0.000004542768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950334,0.0006968124,0.00008661825,0.00009014916,0.00000779814,0.00004194693,0.0009779395,0.00001021974,0.003055059],"genre_scores_gemma":[0.9981704,0.0005860253,0.000110272,0.0000385482,0.000004791596,0.000009341225,0.0004782506,0.000001895501,0.0006005333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608937,"threshold_uncertainty_score":0.5248603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611663472302429,"score_gpt":0.3051903671554084,"score_spread":0.2690737324323841,"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."}}