{"id":"W4214518108","doi":"10.1016/j.clon.2022.02.004","title":"Single-Fraction Stereotactic Ablative Body Radiotherapy to the Lung – The Knockout Punch","year":2022,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Cancer Council Tasmania; Cancer Council Victoria","keywords":"SABR volatility model; Medicine; Ablative case; Radiation therapy; Lung cancer; Lung; Radiology; Medical physics; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001124197,0.0001256391,0.0004339221,0.00003422523,0.0003490473,0.00001614323,0.0001802956,0.00008176976,0.001200233],"category_scores_gemma":[0.0003489245,0.00006401621,0.0002160321,0.0002110104,0.0001124698,0.00003216985,0.0001152278,0.0006223455,0.00007135449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001976143,"about_ca_system_score_gemma":0.0003402373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009086896,"about_ca_topic_score_gemma":0.00007300662,"domain_scores_codex":[0.9979608,0.000749462,0.0004709132,0.0003356328,0.0002475252,0.0002356806],"domain_scores_gemma":[0.9959715,0.003141991,0.0002100845,0.0004799302,0.00006508341,0.0001313921],"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":[0.003803504,0.007160374,0.2091817,0.00002190824,0.002440749,0.0002862559,0.002278558,0.0001803891,0.000145096,0.0008370898,0.4738341,0.2998303],"study_design_scores_gemma":[0.00229434,0.007027335,0.1667871,0.00001007852,0.0003376346,0.00007496968,0.0003505653,0.0002729755,0.00002426278,0.00006524448,0.8226864,0.00006913995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6788545,0.002220582,0.0002145346,0.3019579,0.004024305,0.002220976,0.00001458312,0.00006945501,0.01042317],"genre_scores_gemma":[0.9657046,0.0002919629,0.0001513762,0.02985332,0.001056848,0.0006062067,0.00001159687,0.00002234011,0.002301745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3488523,"threshold_uncertainty_score":0.9997128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07808452097800163,"score_gpt":0.4449031202757184,"score_spread":0.3668185992977168,"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."}}