{"id":"W2046095363","doi":"10.3109/09553002.2012.715794","title":"The involvement of serum serotonin levels producing radiation-induced bystander effects for an in vivo assay with fractionated high dose-rate (HDR) brachytherapy","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; McMaster University","funders":"","keywords":"Bystander effect; Brachytherapy; In vivo; Dose rate; Serotonin; Medicine; Radiobiology; Nuclear medicine; Radiation dose; Cancer research; Oncology; Radiation therapy; Internal medicine; Pathology; Biology; Immunology; Medical physics","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":[],"consensus_categories":[],"category_scores_codex":[0.002593066,0.000179377,0.0003592929,0.0004324328,0.00008031436,0.00002977569,0.0002157094,0.0001576304,0.00004327253],"category_scores_gemma":[0.0008471631,0.0001218115,0.00009520835,0.000216555,0.00005501022,0.0005899497,0.00001211963,0.0002685899,0.000001623288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004187835,"about_ca_system_score_gemma":0.0003096033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005151303,"about_ca_topic_score_gemma":0.00008019679,"domain_scores_codex":[0.9979358,0.0004739186,0.0007505,0.0001859052,0.0003876835,0.0002661862],"domain_scores_gemma":[0.9962526,0.001354433,0.001178277,0.0001839521,0.0009038571,0.0001268925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002993583,0.0007137106,0.6131794,0.00007127726,0.001235767,0.000008620384,0.001871926,0.001903466,0.2844945,0.00369038,0.0006785751,0.08915879],"study_design_scores_gemma":[0.0085168,0.002400496,0.7658114,0.0001062972,0.00006858046,0.0001046555,0.0001471564,0.0009505107,0.2175145,0.0004535947,0.003763134,0.0001628091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899325,0.0005537966,0.002901976,0.003938975,0.001590234,0.0009994552,0.00003802816,0.00001499357,0.00002999455],"genre_scores_gemma":[0.9970747,0.0001245064,0.0009889783,0.0006483598,0.0009804139,0.00006608805,0.00004388341,0.00002730344,0.0000457461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.152632,"threshold_uncertainty_score":0.4967328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152485193821278,"score_gpt":0.3266674966015718,"score_spread":0.3051426446633591,"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."}}