{"id":"W4200386017","doi":"","title":"Diagnosing Alzheimer's Disease from Circulating Blood Leukocytes Using a Fluorescent Amyloid Probe","year":2022,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Amyloid (mycology); Disease; Amyloid β; Fluorescence; Medicine; Pathology; Physics; Optics","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":[0.0006783478,0.0004857997,0.0003970791,0.0007841898,0.0002163911,0.0005175257,0.000348626,0.0009920024,0.0008222206],"category_scores_gemma":[0.0009896462,0.0001855177,0.0002403141,0.0002737702,0.0002649106,0.000382338,0.0003148309,0.0004479087,0.0004001835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289744,"about_ca_system_score_gemma":0.0002368319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004642004,"about_ca_topic_score_gemma":0.0007449445,"domain_scores_codex":[0.9995932,0.0001304621,0.00002440281,0.0001306599,0.0000838584,0.00003743437],"domain_scores_gemma":[0.9996545,0.000136517,0.00006864106,0.00002616184,0.00008358839,0.00003063515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005256661,0.00005696604,0.01024719,0.000156364,0.00002367631,0.0002003561,0.00007855505,0.0003196653,0.9666844,0.0001444372,0.0002643261,0.02129835],"study_design_scores_gemma":[0.00004658514,0.0007126228,0.02499878,0.00006107631,0.0001190441,0.004058906,0.0001642885,0.02298825,0.9431869,0.0006902638,0.002924185,0.00004914364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8470656,0.004875178,0.1443954,0.0003151525,0.00007877648,0.0001486031,0.0003630446,0.0007363522,0.00202191],"genre_scores_gemma":[0.8950694,0.001595601,0.1014516,0.0002431028,0.00004058891,0.0001793961,0.0002456894,0.00003121033,0.001143497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009920024,"threshold_uncertainty_score":0.003587484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766819028553367,"score_gpt":0.2502271679084113,"score_spread":0.2225589776228777,"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."}}