{"id":"W2118636519","doi":"10.3109/09553002.2014.980466","title":"The effect of radiation quality on the risks of second malignancies","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Fields Institute for Research in Mathematical Sciences; University of Toronto; University of Waterloo","funders":"","keywords":"Quality (philosophy); Radiation; Medicine; Risk analysis (engineering); Cancer research; Toxicology; Biology; 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":[0.001709867,0.0005259083,0.0005392704,0.0004795179,0.0001250006,0.00071451,0.0005674717,0.00075899,0.002698874],"category_scores_gemma":[0.004212374,0.0002030723,0.0009756939,0.0003877409,0.0005009723,0.0003464844,0.0007637233,0.0005657843,0.000303276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008481127,"about_ca_system_score_gemma":0.0004405745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116327,"about_ca_topic_score_gemma":0.0006445146,"domain_scores_codex":[0.9988858,0.000443125,0.00006334679,0.0001808534,0.0003256647,0.0001012418],"domain_scores_gemma":[0.9940322,0.003149861,0.001731557,0.0004724454,0.000421283,0.0001926184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007813705,0.0006465751,0.5823296,0.00222064,0.001874672,0.001139166,0.0002152193,0.1420981,0.1623467,0.003142485,0.0007154251,0.09545776],"study_design_scores_gemma":[0.0002248435,0.01015964,0.6642377,0.0002374606,0.001595137,0.006409919,0.0002381549,0.08441892,0.2210558,0.004654685,0.006627886,0.0001397968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536377,0.01230285,0.03033709,0.0003564182,0.00004418012,0.0001133367,0.0006254999,0.0001171275,0.002465799],"genre_scores_gemma":[0.9967467,0.00107501,0.001573422,0.0000537177,0.0000170354,0.00001967095,0.0001605962,0.00002593976,0.0003280155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002698874,"threshold_uncertainty_score":0.00904274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824761589213502,"score_gpt":0.3717986670749684,"score_spread":0.3435510511828334,"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."}}