{"id":"W3206694174","doi":"10.1097/coc.0000000000000867","title":"Treatment and Prevention of Brain Metastases in Small Cell Lung Cancer","year":2021,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba","funders":"","keywords":"Radiation therapy; Prophylactic cranial irradiation; Brain metastasis; Neurocognitive; Lung cancer; Radiosurgery; Central nervous system; Conventional PCI; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023253,0.00008335475,0.001240095,0.00009552939,0.00001254117,0.000002513302,0.00004914444,0.00004305387,0.00007398663],"category_scores_gemma":[0.001383422,0.00005802877,0.0002137612,0.0002128442,0.0004106184,0.00003105801,0.00004795607,0.0002803228,4.003925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002308794,"about_ca_system_score_gemma":0.002185769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003137664,"about_ca_topic_score_gemma":0.0007230186,"domain_scores_codex":[0.9978098,0.000737711,0.001011662,0.0001457222,0.0001314043,0.0001636606],"domain_scores_gemma":[0.9965608,0.002110026,0.0007758014,0.0001051196,0.0002779835,0.0001703361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001676926,0.001262895,0.4238491,0.000075717,0.000656971,0.0006875561,0.0003416521,0.00001246562,0.0009426633,0.00001975192,0.000799067,0.5696752],"study_design_scores_gemma":[0.02772981,0.0737419,0.8251795,0.0006620437,0.001810746,0.000615755,0.004137616,0.0001133853,0.004949282,0.000293891,0.06055806,0.0002080183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786584,0.006544787,0.00007518471,0.01372941,0.0001417328,0.0001389934,0.000006088055,0.000001839118,0.0007035314],"genre_scores_gemma":[0.9781942,0.01530687,0.00518265,0.0005705948,0.0002163481,0.00001058873,0.000001359669,0.00000850686,0.0005088376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5694672,"threshold_uncertainty_score":0.3877461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110891843462732,"score_gpt":0.5429156578752207,"score_spread":0.4320238144124887,"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."}}