{"id":"W2565096807","doi":"10.1093/neuonc/now212.111","title":"BMET-11. DURAL METASTASES FROM BREAST CANCER - CASE SERIES","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Breast cancer; Headaches; Radiology; Asymptomatic; Cancer; Weakness; Surgery; Quadrantectomy; Radiation therapy; Craniotomy; Internal medicine; Mastectomy","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":[0.0002677267,0.002299777,0.0007892716,0.002286454,0.002439982,0.001894113,0.0009210909,0.002939081,0.01127655],"category_scores_gemma":[0.002345211,0.0008269448,0.0009638393,0.00174974,0.001142735,0.00108667,0.001308534,0.001857051,0.005955414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000903895,"about_ca_system_score_gemma":0.000458203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002222778,"about_ca_topic_score_gemma":0.003110671,"domain_scores_codex":[0.9992833,0.0000787691,0.0001161466,0.0001603451,0.0001235946,0.0002378523],"domain_scores_gemma":[0.9988105,0.0002204302,0.0003272594,0.0001712699,0.00008016625,0.0003903436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001166444,0.0001193208,0.01214296,0.0001402734,0.00002596307,0.979032,0.000173827,0.0001066859,0.0007673503,0.0001531146,0.00114938,0.006072481],"study_design_scores_gemma":[0.00002425075,0.00004699239,0.005982575,0.00003612393,0.00002526667,0.9902601,0.00007367483,0.0001293825,0.0004119024,0.0001064637,0.002894339,0.000008925429],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919621,0.01459147,0.003309426,0.002251808,0.0009105843,0.0007973819,0.00202193,0.0004486837,0.05604769],"genre_scores_gemma":[0.985851,0.003523636,0.001345218,0.0007602036,0.0008345486,0.0001058106,0.0008932129,0.00007531451,0.006611125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127655,"threshold_uncertainty_score":0.03772378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623502739285504,"score_gpt":0.319584573768783,"score_spread":0.303349546375928,"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."}}