{"id":"W3027672513","doi":"10.1177/1559325820926763","title":"Quantifying Biophoton Emissions From Human Cells Directly Exposed to Low-Dose Gamma Radiation","year":2020,"lang":"en","type":"article","venue":"Dose-Response","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canada Research Chairs","keywords":"Irradiation; Radiation; Bystander effect; Radiochemistry; Photon; Gamma ray; Ionizing radiation; Physics; Chemistry; Optics; Nuclear physics; Medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008149333,0.0003504039,0.0005210668,0.0002978019,0.0002397193,0.00008123975,0.0002445267,0.0002327974,0.0008893252],"category_scores_gemma":[0.002592087,0.0003427627,0.0002147475,0.0006798089,0.00004642588,0.0001726482,0.00007637049,0.0003566252,0.001052057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189554,"about_ca_system_score_gemma":0.0002280999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007894453,"about_ca_topic_score_gemma":0.00000807345,"domain_scores_codex":[0.9970371,0.0007233534,0.0005639493,0.0006898927,0.0005494134,0.0004362687],"domain_scores_gemma":[0.9969018,0.001210174,0.0001836291,0.0006270561,0.0001133138,0.0009640867],"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":[0.01421586,0.0001602477,0.002452199,0.00005055108,0.00006309181,0.0001956101,0.004376284,0.0001343253,0.9667646,0.000006507561,0.009053062,0.002527634],"study_design_scores_gemma":[0.004029363,0.00122092,0.1449969,0.000162649,0.00009604254,0.00000503425,0.0002895121,0.001553111,0.8238174,0.000005081904,0.02344041,0.0003835607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876382,0.00025001,0.0001571258,0.009624421,0.0003910502,0.001222604,0.0001205039,0.000436044,0.0001599784],"genre_scores_gemma":[0.9931394,0.00001418303,0.001292112,0.004299697,0.00045239,0.0000673606,0.0001338989,0.00009506821,0.0005058261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429472,"threshold_uncertainty_score":0.9999024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405760956425917,"score_gpt":0.3164903020983275,"score_spread":0.2759142064557358,"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."}}