{"id":"W2765198187","doi":"10.1093/jnci/djx231","title":"The Future of Radiobiology","year":2017,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute; Cancer Research UK","keywords":"Radiobiology; Radiation oncology; Medical physics; Engineering ethics; Cancer research; Medicine; Radiation therapy; Biology; Internal medicine; Engineering","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":[0.007482334,0.0006752933,0.001100074,0.001448788,0.002466844,0.007634645,0.001516378,0.007138418,0.01132482],"category_scores_gemma":[0.00602224,0.0002972622,0.0007015908,0.001223069,0.0162132,0.01274979,0.003821881,0.009154839,0.002429264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004980426,"about_ca_system_score_gemma":0.007226107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167158,"about_ca_topic_score_gemma":0.00182527,"domain_scores_codex":[0.9969182,0.001403912,0.000116539,0.0003547516,0.0009597829,0.0002467499],"domain_scores_gemma":[0.9932007,0.004094445,0.0003367187,0.0005418102,0.00105901,0.0007673201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000882016,0.00006012315,0.0006146144,0.001542596,0.00003765573,0.0002333203,0.002803238,0.0005676153,0.001578174,0.6087645,0.1426147,0.2410952],"study_design_scores_gemma":[0.000004383264,0.00003297015,0.0001826253,0.0005602536,0.000006904344,0.000219584,0.0008148024,0.00007835044,0.0001587687,0.09215017,0.9057766,0.00001463033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001099138,0.6967707,0.003576297,0.2526329,0.01059825,0.00001165529,0.00002926493,0.00006385523,0.03521798],"genre_scores_gemma":[0.06827765,0.7770062,0.006955349,0.08879062,0.03452591,0.00007396404,0.00005389411,0.0001397552,0.0241766],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01132482,"threshold_uncertainty_score":0.03957087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751650133208055,"score_gpt":0.363991181210176,"score_spread":0.3364746798780954,"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."}}