{"id":"W2982013504","doi":"10.3389/fonc.2019.01219","title":"Stereotactic Body Radiotherapy for Oligometastatic Disease in Non-small Cell Lung Cancer","year":2019,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; BC Cancer Agency; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Radiosurgery; Radiation therapy; Lung cancer; Oncology; Chemotherapy; SABR volatility model; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000244345,0.000499326,0.003387833,0.0006609025,0.00002287113,0.00001441536,0.0002087837,0.0003501956,0.00008905006],"category_scores_gemma":[0.00003270009,0.0003968413,0.0005138712,0.0003370742,0.00005056001,0.00004240895,0.00003203204,0.0004174679,0.000008779048],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008225678,"about_ca_system_score_gemma":0.002750371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002136044,"about_ca_topic_score_gemma":0.000128498,"domain_scores_codex":[0.9976118,0.0001897967,0.0007534222,0.0007229115,0.0001384668,0.0005836189],"domain_scores_gemma":[0.998439,0.0003871568,0.0003975316,0.0005107301,0.00003902541,0.0002265125],"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":[0.0005317607,0.001761348,0.0827025,0.1042306,0.001381235,0.0005914035,0.0003341532,0.0000263781,1.126726e-7,0.000008578877,0.05522249,0.7532095],"study_design_scores_gemma":[0.006941654,0.0007247051,0.001383666,0.01035147,0.005193585,0.000007522151,0.00001953998,0.0005513008,3.25853e-7,0.00001423513,0.9744577,0.000354237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001992677,0.9876599,0.0002767517,0.000323534,0.003620649,0.007410401,0.0001719325,0.00001524316,0.0003223665],"genre_scores_gemma":[0.000074682,0.9859312,0.004027493,0.0004503433,0.000309184,0.0070437,0.0002111834,0.0001194641,0.001832769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9192353,"threshold_uncertainty_score":0.9998484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024523207299972,"score_gpt":0.3851270818656379,"score_spread":0.3548818497926381,"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."}}