{"id":"W4283714926","doi":"10.1016/j.lungcan.2022.06.014","title":"Practical considerations of single-fraction stereotactic ablative radiotherapy to the lung","year":2022,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"Varian Medical Systems","keywords":"SABR volatility model; Medicine; Ablative case; Radiation therapy; Lung cancer; Concomitant; 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":[0.001240143,0.0008723394,0.001778757,0.002242972,0.0002969107,0.001487693,0.001018323,0.001496611,0.004289491],"category_scores_gemma":[0.001383482,0.0003195087,0.0008525606,0.001895685,0.0005910146,0.001743653,0.0006394918,0.002122432,0.001462223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009185721,"about_ca_system_score_gemma":0.002070643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002803157,"about_ca_topic_score_gemma":0.007184768,"domain_scores_codex":[0.9996936,0.00007759403,0.00004982635,0.00004807839,0.0001066492,0.00002430163],"domain_scores_gemma":[0.9992368,0.0004606015,0.00008658515,0.0000135267,0.0001688515,0.00003356923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064531,0.00005559854,0.0001657613,0.03866286,0.0001351642,0.0002425036,0.00007586054,0.0006687486,0.001154348,0.006229789,0.04783999,0.904663],"study_design_scores_gemma":[0.00003507279,0.0001120262,0.00083655,0.01357076,0.0002630314,0.001059953,0.00008646229,0.0001465855,0.0001883316,0.002954477,0.9807222,0.0000244735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003036767,0.9988419,0.00005357092,0.0003322808,0.0001901429,0.000002142526,0.000009209386,0.000002465421,0.0005379808],"genre_scores_gemma":[0.0003015726,0.998701,0.000138095,0.0003610632,0.0002053554,0.00000346013,0.00001368758,7.729411e-7,0.0002750043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004289491,"threshold_uncertainty_score":0.01434976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0944734411297645,"score_gpt":0.4420928949961969,"score_spread":0.3476194538664324,"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."}}