{"id":"W3047504968","doi":"10.1093/noajnl/vdaa073.005","title":"13. MANAGEMENT OF BRAIN METASTASES FROM SMALL CELL LUNG CANCER USING SRS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiosurgery; Conventional PCI; Salvage therapy; Prophylactic cranial irradiation; Lung cancer; Surgery; Progression-free survival; Overall survival; Internal medicine; Radiation therapy; Chemotherapy","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":[0.000291566,0.0001906586,0.000211025,0.0002740538,0.0002849452,0.0004076409,0.0002313319,0.0002434312,0.001821184],"category_scores_gemma":[0.0005068062,0.00004408762,0.0003239886,0.0001555414,0.0002405977,0.0001861496,0.000218388,0.0002108853,0.0007138542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004054087,"about_ca_system_score_gemma":0.0006060489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188066,"about_ca_topic_score_gemma":0.003303466,"domain_scores_codex":[0.9998705,0.00003210293,0.0000207652,0.00001754358,0.00002820603,0.00003075912],"domain_scores_gemma":[0.9997771,0.00003366801,0.00009213135,0.000009039397,0.00003341629,0.00005470306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009578774,0.0004317848,0.5811805,0.0004917591,0.0001146015,0.01883372,0.0001841734,0.001874523,0.01841506,0.0005119802,0.006070475,0.3709335],"study_design_scores_gemma":[0.0003555643,0.007766406,0.7935348,0.0004259346,0.0002915694,0.1498652,0.0008942126,0.00484676,0.01929493,0.001132172,0.02155016,0.00004231148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615643,0.01094262,0.004402746,0.001447662,0.00008218625,0.0002000192,0.0003627628,0.0001382689,0.02085941],"genre_scores_gemma":[0.9939291,0.002730331,0.001514992,0.0001911249,0.0002066733,0.00006061395,0.0003278403,0.00000954012,0.001029766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001821184,"threshold_uncertainty_score":0.006092489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111721896652023,"score_gpt":0.3903454051991258,"score_spread":0.3392281862326055,"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."}}