{"id":"W4385757395","doi":"10.1016/j.ijrobp.2023.03.056","title":"Some Like It Hot: The Value of Dose and Hot Spots in Lung Stereotactic Body Radiation Therapy","year":2023,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Varian Medical Systems; AstraZeneca","keywords":"Medicine; Hot spot (computer programming); Lung; Radiation dose; Nuclear medicine; Value (mathematics); Spots; Radiology; Internal medicine; Mathematics; Pathology; Statistics; Computer science","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":[0.002455282,0.0004588464,0.001148839,0.000649169,0.001916521,0.001905796,0.001731066,0.02991224,0.001593876],"category_scores_gemma":[0.0224398,0.0005135672,0.0008740853,0.0007581277,0.002655436,0.002979501,0.0008631294,0.02043239,0.0009672343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004701595,"about_ca_system_score_gemma":0.001921911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864778,"about_ca_topic_score_gemma":0.009899657,"domain_scores_codex":[0.9976533,0.001126537,0.0003079072,0.000194793,0.0005490024,0.0001684743],"domain_scores_gemma":[0.988927,0.008478102,0.0006153382,0.0003130102,0.0008417791,0.000824717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007304484,0.0001215079,0.008632812,0.0002408037,0.0001150733,0.05076791,0.0007248974,0.0008447578,0.001071033,0.009858477,0.8754058,0.05148659],"study_design_scores_gemma":[0.0005536794,0.0007579897,0.01656592,0.001061195,0.0002845789,0.09708595,0.003096344,0.006126627,0.001828273,0.08223975,0.7900394,0.0003602472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003572093,0.003132123,0.0002807023,0.9801179,0.008077629,0.0000106478,0.00003414472,0.00002372254,0.004750987],"genre_scores_gemma":[0.07313272,0.00366149,0.0009492252,0.8306159,0.085999,0.00003942286,0.00003610624,0.00005526919,0.005510908],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02991224,"threshold_uncertainty_score":0.03411263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346156220078452,"score_gpt":0.3439764143398601,"score_spread":0.3205148521390755,"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."}}