{"id":"W2587891556","doi":"10.1093/neuonc/now212.906","title":"TMOD-37. CHARACTERIZATION OF A UNIQUE BMIC POPULATION IN HUMAN BRAIN METASTASES","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; McMaster University","funders":"","keywords":"Brain metastasis; Metastasis; Cancer research; Primary tumor; Cancer; Melanoma; Mesenchymal stem cell; Biology; Population; Pathology; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004470796,0.0001396359,0.0004762052,0.0003906726,0.00002709997,0.000001862082,0.00009174396,0.0001715914,0.0002495582],"category_scores_gemma":[0.0004807681,0.000101524,0.00007179736,0.0003622759,0.0001359592,0.00009431967,0.00003088888,0.0001789183,0.000006897042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390112,"about_ca_system_score_gemma":0.00009014432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006145072,"about_ca_topic_score_gemma":0.00003301953,"domain_scores_codex":[0.9984305,0.0003942636,0.0005141853,0.0002499385,0.0001846019,0.0002265254],"domain_scores_gemma":[0.9989412,0.0003308861,0.000263824,0.0002961365,0.00009113533,0.00007680604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002189965,0.0001489648,0.04077152,0.00004089854,0.0000194921,0.0000871161,0.0002124424,4.249127e-7,0.93393,0.001357759,0.0001627667,0.02304966],"study_design_scores_gemma":[0.005746352,0.002941252,0.7746695,0.0002626538,0.0001036632,0.0001686059,0.00004539094,0.0000197051,0.2012864,0.001288308,0.01330538,0.000162841],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924325,0.00001680563,0.0004281654,0.005413777,0.0002292155,0.0005382213,0.00002491002,0.0000558149,0.000860561],"genre_scores_gemma":[0.9970103,0.00004000011,0.000269942,0.002255223,0.000157416,0.0000399224,0.0001444673,0.00002851458,0.00005420723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.733898,"threshold_uncertainty_score":0.414003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928881570757179,"score_gpt":0.3142241034144528,"score_spread":0.294935287706881,"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."}}