{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001259327,0.0003660189,0.0005039262,0.000366526,0.001606225,0.00007405157,0.0003183551,0.00005978502,0.0006100991],"category_scores_gemma":[0.00004867327,0.0004172722,0.000419426,0.0008328384,0.0001761484,0.0008977216,0.0007901214,0.0004199079,0.00003491131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007431768,"about_ca_system_score_gemma":0.001187141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602796,"about_ca_topic_score_gemma":0.00004417147,"domain_scores_codex":[0.9969038,0.0002801989,0.000242591,0.0008098371,0.001040899,0.0007226689],"domain_scores_gemma":[0.9981086,0.0001840698,0.0001717472,0.0006151696,0.00009994479,0.0008204716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009486079,0.008978195,0.8740593,0.0002110138,0.02927313,0.06596467,0.001066567,0.001671788,0.002618714,0.003632272,0.001844639,0.001193633],"study_design_scores_gemma":[0.04623501,0.002045352,0.8257276,0.001152939,0.03887079,0.0005748699,0.01608167,0.05809593,0.00387074,0.001356147,0.00277072,0.003218165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858316,0.007786186,0.000132242,0.0004955348,0.00016362,0.001357422,0.003768007,0.0001459656,0.0003194801],"genre_scores_gemma":[0.9978026,0.00009625644,0.0007871105,0.00019435,0.0001384549,0.0000168899,0.0006772521,0.00006225106,0.0002248447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0653898,"threshold_uncertainty_score":0.9998279,"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."}}