{"id":"W3119649780","doi":"10.1016/j.clineuro.2021.106481","title":"Multimodality treatment for Central Nervous System Germ Cell Tumors: Disease spectrum and management strategies - A tertiary care center experience from India","year":2021,"lang":"en","type":"article","venue":"Clinical Neurology and Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Germinoma; Radiation therapy; Germ cell tumors; Univariate analysis; Histology; Chemotherapy; Multivariate analysis; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731737,0.0002108238,0.0001661287,0.0002807043,0.001155593,0.0007686957,0.0004597668,0.0003403254,0.00142198],"category_scores_gemma":[0.0005949481,0.0001326543,0.000157868,0.0007581746,0.0004382688,0.0002916068,0.0008560846,0.0005036658,0.0001808085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157082,"about_ca_system_score_gemma":0.002050421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057929,"about_ca_topic_score_gemma":0.02827762,"domain_scores_codex":[0.9997804,0.00004239994,0.00002467828,0.00001974586,0.00002276407,0.0001101332],"domain_scores_gemma":[0.9996185,0.00005566697,0.00009578588,0.0000130989,0.00005048524,0.0001663256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003077277,0.001088794,0.790085,0.0004012336,0.00007144365,0.09234922,0.01614124,0.0008170608,0.009296441,0.001059731,0.00433743,0.08404474],"study_design_scores_gemma":[0.00006921059,0.001065199,0.79704,0.0003687275,0.0001064859,0.1437877,0.04273375,0.000667047,0.002606783,0.0005590818,0.01093002,0.00006598266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936543,0.001694452,0.0001836728,0.0007422421,0.00001870211,0.00003016901,0.00005551073,0.000007924008,0.003613107],"genre_scores_gemma":[0.9969728,0.001745148,0.0002496412,0.0004235919,0.00003173421,0.00001111543,0.000078381,0.000006729157,0.0004809057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057929,"threshold_uncertainty_score":0.02103543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702348346648489,"score_gpt":0.3100351583051472,"score_spread":0.2830116748386623,"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."}}