{"id":"W4387145670","doi":"10.1016/j.nbas.2023.100099","title":"Overcoming hurdles: Enhancing post-mortem capabilities for neurological investigations in Africa","year":2023,"lang":"en","type":"review","venue":"Aging Brain","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Business; Intensive care medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002693515,0.0007156074,0.001658321,0.002334517,0.0003361251,0.001575385,0.0013916,0.001385153,0.004157904],"category_scores_gemma":[0.007404524,0.0002336073,0.0007934576,0.001713683,0.0006595235,0.001616681,0.0009181827,0.001470254,0.000645056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020292,"about_ca_system_score_gemma":0.004384338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006287661,"about_ca_topic_score_gemma":0.01443672,"domain_scores_codex":[0.9993723,0.0002089896,0.0001432438,0.00007575615,0.0001372626,0.00006256035],"domain_scores_gemma":[0.9972839,0.001832593,0.0003904915,0.00003168845,0.0003886154,0.00007262829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007493993,0.00005020483,0.0006669614,0.05088473,0.0002093726,0.0001392606,0.00008258013,0.0001718787,0.0002496947,0.002001982,0.01077936,0.9346889],"study_design_scores_gemma":[0.0001507506,0.0003268649,0.01085839,0.240076,0.002925832,0.003124133,0.0009425737,0.0003537061,0.0008196382,0.007496457,0.7328231,0.0001025144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001091161,0.9989951,0.00006784298,0.0004853771,0.00007811219,0.000005295752,0.00001666987,0.000002744025,0.0002396999],"genre_scores_gemma":[0.001159378,0.9981455,0.0002540602,0.0002592052,0.00009290756,0.000007974815,0.00001679612,0.000001050625,0.00006318326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006287661,"threshold_uncertainty_score":0.01424485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092407797860425,"score_gpt":0.3766209973443112,"score_spread":0.2673802175582687,"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."}}