{"id":"W4402631449","doi":"10.1088/1361-6560/ad7d5a","title":"Relative biological effectiveness of clinically relevant photon energies for the survival of human colorectal, cervical, and prostate cancer cell lines","year":2024,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Institut TransMedTech; MEDTEQ+; Natural Sciences and Engineering Research Council of Canada","keywords":"Relative biological effectiveness; Radiosensitivity; HeLa; Nuclear medicine; Radioresistance; Prostate cancer; Radiobiology; Brachytherapy; Clonogenic assay; Irradiation; Radiation therapy; Cervical cancer; Cancer; Linear energy transfer; Cancer research; Dosimetry; Medicine; Cell; Chemistry; Physics; Internal medicine; Nuclear physics","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":[0.0009362182,0.0004659147,0.0003134712,0.0005680491,0.0002070363,0.0004138922,0.00021991,0.0003512716,0.001493344],"category_scores_gemma":[0.0009260583,0.0001428678,0.0002881042,0.0004188424,0.0002499896,0.000208031,0.000255111,0.0004205006,0.0002752258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004127533,"about_ca_system_score_gemma":0.0002840948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219333,"about_ca_topic_score_gemma":0.001321654,"domain_scores_codex":[0.9991493,0.0003413746,0.00008454022,0.000110965,0.0002594266,0.00005435741],"domain_scores_gemma":[0.9992925,0.0003822318,0.00009877133,0.00006128075,0.0001385364,0.00002665103],"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":[0.0004934551,0.00008820956,0.00364769,0.0003507963,0.00006442874,0.0000525996,0.0001086044,0.00134351,0.9855827,0.0002136764,0.0001982895,0.007856037],"study_design_scores_gemma":[0.00001339151,0.0009622287,0.01861887,0.00003338287,0.00008607475,0.0002530635,0.00009455219,0.001038663,0.9766682,0.00005638651,0.002160621,0.00001460008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722931,0.01431253,0.009400669,0.0001216288,0.00003485501,0.00006653061,0.0008467652,0.00009589887,0.002828015],"genre_scores_gemma":[0.9886413,0.003166028,0.005057777,0.00005181732,0.000008493113,0.00007847766,0.0009149354,0.00002955262,0.002051591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001493344,"threshold_uncertainty_score":0.004995704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09863478068667048,"score_gpt":0.4303755167463693,"score_spread":0.3317407360596988,"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."}}