{"id":"W3186776749","doi":"","title":"Neurological Deaths in the 21st Century in 21 Western Countries: Demographics or Environmental Causes","year":2021,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Demography; Mortality rate; Population; Demographics; Medicine; Developed country; Geography; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004613206,0.0002499793,0.0002076723,0.001816882,0.0004204692,0.001108991,0.0002438075,0.0003118157,0.01170292],"category_scores_gemma":[0.001249665,0.00009857446,0.0004553769,0.004314452,0.0004083017,0.00111119,0.0009961516,0.0003317514,0.001460383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007306673,"about_ca_system_score_gemma":0.001233003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02228769,"about_ca_topic_score_gemma":0.04150505,"domain_scores_codex":[0.9996527,0.00006310421,0.00004939821,0.00006224411,0.00008989664,0.00008257636],"domain_scores_gemma":[0.999418,0.0000577192,0.0002813306,0.00002531005,0.0001512189,0.00006651403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009634363,0.00003535662,0.9086556,0.00117625,0.0001910158,0.0002704228,0.001809194,0.0002064233,0.0002164936,0.002118101,0.02214389,0.06308082],"study_design_scores_gemma":[0.000004000711,0.00004478578,0.9591962,0.0005222392,0.00006003194,0.0003653244,0.003045095,0.00007585058,0.0001227317,0.0005012937,0.03604782,0.00001456224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7750301,0.05718904,0.001006352,0.01058523,0.001046784,0.0001694774,0.06789619,0.0001494585,0.08692739],"genre_scores_gemma":[0.9172793,0.04340012,0.0009091124,0.002032219,0.0007923432,0.0001591736,0.02134905,0.0000342521,0.0140445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02228769,"threshold_uncertainty_score":0.04431593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.055829320582619,"score_gpt":0.2957907781578711,"score_spread":0.2399614575752521,"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."}}