{"id":"W4211049252","doi":"10.1259/bjr.20210033","title":"Curative intent Stereotactic Ablative Radiation Therapy (SABR) for treatment of lung oligometastases from head and neck squamous cell carcinoma (HNSCC): a multi-institutional retrospective study","year":2022,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"SABR volatility model; Medicine; Head and neck squamous-cell carcinoma; Radiation therapy; Radiosurgery; Ablative case; Lung; Retrospective cohort study; Lung cancer; Metastasis; Oncology; Radiology; Internal medicine; Cancer; Surgery; Head and neck cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0002037038,0.0001604881,0.0008889787,0.0001458844,0.0002563118,0.00001001758,0.00005728231,0.00003449677,0.00005691135],"category_scores_gemma":[0.0001317881,0.000140067,0.0001673832,0.0001186643,0.000138232,0.00009626307,0.00002500321,0.0001551135,1.44919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846677,"about_ca_system_score_gemma":0.0002537795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009209224,"about_ca_topic_score_gemma":0.000169952,"domain_scores_codex":[0.9986126,0.0002719205,0.0005069565,0.0002310058,0.0001958411,0.0001816142],"domain_scores_gemma":[0.9988273,0.0002800991,0.0004401559,0.0000791623,0.000283154,0.0000901421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00818541,0.005992,0.9402266,0.00003979743,0.001932446,0.001436992,0.02139747,0.00008805611,0.002406433,0.00003373571,0.00158974,0.01667137],"study_design_scores_gemma":[0.02853702,0.03012447,0.9306934,0.00003537669,0.0003108987,0.004373868,0.004398316,0.0002434614,0.0005768457,0.00004226275,0.0005457173,0.0001184045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586859,0.03909447,0.0001918519,0.0001701855,0.0003365179,0.0009935935,0.0004893818,0.000005381205,0.00003276522],"genre_scores_gemma":[0.9969597,0.002111032,0.0004769367,0.00009713478,0.0001585047,0.0001108941,0.00003371926,0.00001341553,0.00003869327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03827382,"threshold_uncertainty_score":0.5711765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03528497343361874,"score_gpt":0.3127638531806916,"score_spread":0.2774788797470728,"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."}}