{"id":"W4324346834","doi":"10.1101/2023.03.14.532685","title":"Monitoring Alzheimer’s Disease via Ultraweak Photon Emission","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Basque Center for Applied Mathematics; Ministerio de Ciencia e Innovación; Shiraz University; Agencia Estatal de Investigación; Shiraz University of Medical Sciences; Ikerbasque, Basque Foundation for Science; Eusko Jaurlaritza","keywords":"Neuroscience; Oxidative stress; Hippocampus; Brain tissue; Disease; Medicine; Chemistry; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001597492,0.0001862622,0.0001236597,0.0002555134,0.0001346991,0.0001825061,0.0002002722,0.0004133981,0.00116201],"category_scores_gemma":[0.0002382885,0.00009826934,0.0001555817,0.0001618418,0.0002228007,0.0003296803,0.0003291671,0.0003596677,0.0001614882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179246,"about_ca_system_score_gemma":0.00006729845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707651,"about_ca_topic_score_gemma":0.0002457462,"domain_scores_codex":[0.9999167,0.00001821341,0.000003565293,0.00002328096,0.0000253945,0.00001288643],"domain_scores_gemma":[0.9998442,0.0000692674,0.00003736931,0.00001375654,0.00002287214,0.00001245142],"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":[0.0001801178,0.00004841003,0.002864124,0.00007307836,0.00001431698,0.0001387555,0.00003699838,0.0001431363,0.9897183,0.0002385677,0.00009087319,0.006453376],"study_design_scores_gemma":[0.00001690487,0.0005247559,0.01846788,0.00001712336,0.00003280511,0.0007719987,0.00008918357,0.003543871,0.9744589,0.0004940189,0.00156139,0.0000212306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758729,0.001223942,0.02042669,0.0001621082,0.00003716116,0.00002410557,0.0001505179,0.00008382516,0.002018869],"genre_scores_gemma":[0.9891257,0.0006585714,0.008286457,0.0001112693,0.00001404163,0.0000350196,0.0000855103,0.000006113509,0.001677323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00116201,"threshold_uncertainty_score":0.003887355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015913810350189,"score_gpt":0.2634293860783945,"score_spread":0.2332702479748926,"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."}}