{"id":"W2186297468","doi":"10.1093/neuonc/nov266","title":"Different spatial distributions of brain metastases from lung cancer by histological subtype and mutation status of epidermal growth factor receptor","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Life Science Foundation of Japan; Aichi Cancer Research Foundation","keywords":"Epidermal growth factor receptor; Pathology; Lung cancer; Medicine; Exon; Adenocarcinoma; Lung; White matter; Brain metastasis; Cancer; Oncology; Biology; Internal medicine; Magnetic resonance imaging; Radiology; Metastasis; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002925832,0.000150129,0.0001593882,0.0006572329,0.0001216931,0.0002869879,0.0002054875,0.0002313498,0.00189506],"category_scores_gemma":[0.001690177,0.0001330664,0.0002138769,0.0003437071,0.0002349375,0.0002253237,0.0001970456,0.0001653447,0.0003314707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442962,"about_ca_system_score_gemma":0.0001592414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088488,"about_ca_topic_score_gemma":0.003371811,"domain_scores_codex":[0.9998109,0.00004394347,0.0000210573,0.0000445506,0.00004599473,0.00003350895],"domain_scores_gemma":[0.9989231,0.0003067951,0.000483995,0.00005998584,0.0001254073,0.0001007196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002292726,0.00001136713,0.9929282,0.00001317188,0.00005059284,0.0003592635,0.0000366649,0.0001021877,0.00358279,0.0000164785,0.00004816988,0.002621755],"study_design_scores_gemma":[0.000006296684,0.00004899237,0.9971596,0.000002041616,0.00001907149,0.001960797,0.00005845942,0.0001322933,0.0005096021,0.00002073491,0.00007981978,0.000002387068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992772,0.0001734109,0.0001419417,0.00000983167,0.000001148397,0.00000409434,0.0001255184,0.000003473175,0.0002633405],"genre_scores_gemma":[0.999741,0.00003327406,0.00006790309,0.000004374921,0.000002210414,0.000002885495,0.0001087628,0.000001827673,0.00003782228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002088488,"threshold_uncertainty_score":0.006339669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701392400619031,"score_gpt":0.3282415504451582,"score_spread":0.2912276264389679,"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."}}