{"id":"W4379599898","doi":"10.1002/alz.13348","title":"Preparedness of China's health care system to provide access to a disease‐modifying Alzheimer's treatment","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"F. Hoffmann-La Roche; University of Southern California","keywords":"Preparedness; Triage; Medicine; Disease; Health care; China; Staffing; Test (biology); Medical emergency; Family medicine; Nursing; Economic growth; Political science; Pathology","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":[0.00141925,0.0003079999,0.0002114208,0.0006043446,0.001181524,0.001719883,0.0007842241,0.0007057239,0.006031618],"category_scores_gemma":[0.003627809,0.0001543351,0.0004774177,0.0006975503,0.0007911175,0.00121876,0.001127488,0.0005251722,0.0002403418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008258735,"about_ca_system_score_gemma":0.01677705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1649215,"about_ca_topic_score_gemma":0.1403209,"domain_scores_codex":[0.9989157,0.0004026033,0.00003983082,0.00009032473,0.0001236175,0.0004280673],"domain_scores_gemma":[0.9979671,0.0004686832,0.0005005625,0.000101058,0.0003194271,0.0006431506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002106575,0.000401384,0.8646293,0.0002464102,0.0002180706,0.001094027,0.003437115,0.07747818,0.001057546,0.01749106,0.01073945,0.02299681],"study_design_scores_gemma":[0.0001933072,0.0005707205,0.7435238,0.0003331516,0.0001320317,0.0002394232,0.01638459,0.2083063,0.0006683936,0.01085725,0.01865994,0.0001309275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983905,0.0002190822,0.001271036,0.005030693,0.00004306461,0.0001613403,0.001130183,0.00004180965,0.008197843],"genre_scores_gemma":[0.9983079,0.0001072768,0.000465277,0.0002208683,0.000007493666,0.00004351782,0.0003073427,0.00000227675,0.000538061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649215,"threshold_uncertainty_score":0.3279231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05561050447852112,"score_gpt":0.3826066360691418,"score_spread":0.3269961315906207,"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."}}