{"id":"W2998721890","doi":"10.1016/j.mpmed.2019.11.004","title":"Clinical and practical applications of radiation therapy: when should radiation therapy be considered for my patient?","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Brachytherapy; Medical physics; Prostate cancer; Radiobiology; External beam radiation; Cancer; Radiology; Internal medicine","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":[0.001885915,0.0005117806,0.0008539835,0.0007330757,0.001979953,0.002200383,0.001321224,0.008678922,0.007023927],"category_scores_gemma":[0.01448121,0.000332422,0.0008000447,0.0003990166,0.003635023,0.00387816,0.001234704,0.007880277,0.003036991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533752,"about_ca_system_score_gemma":0.003727854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735577,"about_ca_topic_score_gemma":0.004578623,"domain_scores_codex":[0.9987084,0.0003905386,0.0001496016,0.0001051163,0.0005067046,0.0001395991],"domain_scores_gemma":[0.9952196,0.001838907,0.0005595544,0.0001416244,0.0009884154,0.001251861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004395429,0.0004205611,0.03215878,0.001562115,0.00009123072,0.05505956,0.002285408,0.0008693855,0.0036617,0.02061632,0.5622321,0.3206034],"study_design_scores_gemma":[0.000106816,0.0004846487,0.01353475,0.005189586,0.0001001154,0.2231383,0.007263164,0.0008489834,0.00156742,0.06398412,0.6835099,0.0002722027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01608405,0.1161009,0.004728907,0.8104637,0.01571804,0.00009649638,0.00007798561,0.000177075,0.03655276],"genre_scores_gemma":[0.2770503,0.185343,0.04225347,0.3708822,0.1025262,0.000288744,0.0002598136,0.0002910413,0.02110529],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008678922,"threshold_uncertainty_score":0.0234974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07901360477726134,"score_gpt":0.4043578926381114,"score_spread":0.3253442878608501,"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."}}