{"id":"W2584950415","doi":"10.1093/neuonc/nov208.02","title":"BMET-02EVALUATION OF DIFFERENT THERAPEUTIC MODALITIES FOR PRIMARY TREATMENT AND SALVAGE THERAPY AND THEIR RELATIVE COST IN PATIENTS WITH BRAIN METASTASES: A SINGLE INSTITUTION REPORT","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Radiosurgery; Context (archaeology); Brain metastasis; Craniotomy; Salvage therapy; Radiation therapy; Multivariate analysis; Univariate analysis; Modalities; Metastasis; Surgery; Internal medicine; Chemotherapy; Cancer","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":[0.0008263068,0.0002857094,0.0004923238,0.001811417,0.0004943009,0.0009539457,0.0003393811,0.0003909792,0.002439571],"category_scores_gemma":[0.003709885,0.000210626,0.0004757623,0.002516409,0.00026914,0.0004720485,0.0004164576,0.0005006416,0.0004610298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701871,"about_ca_system_score_gemma":0.0008516114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003917705,"about_ca_topic_score_gemma":0.005043176,"domain_scores_codex":[0.9992094,0.0002054151,0.0001476905,0.00008057828,0.0002518959,0.0001049135],"domain_scores_gemma":[0.9975638,0.0006885651,0.00104108,0.00008613144,0.0003137119,0.0003066465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004767304,0.0001339515,0.987808,0.00004542267,0.00007729878,0.001112026,0.00004511245,0.0001786865,0.0002876801,0.00003923237,0.0005571165,0.009238779],"study_design_scores_gemma":[0.00007966516,0.0007616826,0.985781,0.00003819126,0.0001659228,0.008954971,0.0003022954,0.0009823034,0.001016903,0.00006440932,0.001836244,0.00001643524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954702,0.001142231,0.0001675536,0.0001530694,0.00001055202,0.00004044263,0.00106593,0.00001315867,0.001936953],"genre_scores_gemma":[0.9978824,0.0004985296,0.0003167352,0.00006557928,0.0000344799,0.00003171231,0.0008125564,0.00001138531,0.000346591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003917705,"threshold_uncertainty_score":0.01234806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0814461831767413,"score_gpt":0.3226828285227238,"score_spread":0.2412366453459825,"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."}}