{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005510064,0.0002136607,0.0002633046,0.0007747514,0.0004024839,0.000418931,0.0002460545,0.0002496137,0.0009740977],"category_scores_gemma":[0.0008574001,0.0002744738,0.0004706007,0.0007069953,0.0003188535,0.0003023389,0.0003699834,0.0002330081,0.0002330963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122602,"about_ca_system_score_gemma":0.0004175313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341328,"about_ca_topic_score_gemma":0.002747288,"domain_scores_codex":[0.9996068,0.00008136368,0.00006729306,0.0001095226,0.00007948845,0.0000554905],"domain_scores_gemma":[0.9991666,0.0001022109,0.0004732779,0.00008958828,0.00008542754,0.00008293711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002271898,0.00006296929,0.9954175,0.00004123984,0.0001057636,0.0005463068,0.00007409372,0.00004397425,0.0005916688,0.00001513649,0.00007490766,0.002799379],"study_design_scores_gemma":[0.00005139595,0.001077256,0.9896321,0.00002729293,0.0002175906,0.006382754,0.0004629358,0.0001880764,0.0005360671,0.00002700275,0.001387045,0.00001043279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985799,0.0007192551,0.0001594691,0.00001020931,0.000003579992,0.00003388872,0.0001958767,0.000003291332,0.0002945897],"genre_scores_gemma":[0.9990595,0.0003094763,0.000107917,0.00002246871,0.00001039138,0.00001828516,0.0003554069,0.000002431768,0.0001142117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001341328,"threshold_uncertainty_score":0.003258646,"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."}}