{"id":"W1987411814","doi":"10.3171/jns.2007.106.4.567","title":"Treatment for posterior fossa dissemination of primary supratentorial glioma","year":2007,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of California, San Francisco","keywords":"Medicine; Glioma; Univariate analysis; Radiation therapy; Retrospective cohort study; Surgery; Presentation (obstetrics); Population; Radiology; Multivariate analysis; 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":[0.0001426575,0.0001936776,0.0002787601,0.0003090956,0.0002860558,0.0002279444,0.0002189434,0.0002339745,0.001305343],"category_scores_gemma":[0.001079537,0.00007543075,0.0002564603,0.0003478608,0.0002667537,0.000179756,0.0001943263,0.0003069662,0.000296967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557576,"about_ca_system_score_gemma":0.0004868841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000955782,"about_ca_topic_score_gemma":0.002088457,"domain_scores_codex":[0.9998572,0.00003327536,0.00001257632,0.00002218401,0.00003920496,0.00003553704],"domain_scores_gemma":[0.9997087,0.00005766919,0.0001382522,0.0000168903,0.00002186482,0.00005662219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0008701721,0.0003787333,0.8000665,0.0003936709,0.000182467,0.05664302,0.0005090371,0.001068094,0.0160876,0.000149139,0.00173021,0.1219214],"study_design_scores_gemma":[0.0001517614,0.002855896,0.7447962,0.0001003965,0.0001390703,0.2427151,0.0003220633,0.0007924997,0.004100191,0.0001337072,0.003879936,0.00001324726],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944061,0.002665749,0.0007786041,0.0001366205,0.00001465722,0.00004226849,0.00008173436,0.0000388905,0.001835239],"genre_scores_gemma":[0.9983876,0.000866122,0.0002960989,0.00006058298,0.00002645902,0.00001681687,0.0001756796,0.000004440492,0.0001663182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001305343,"threshold_uncertainty_score":0.004366815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889190622716,"score_gpt":0.3115428554098778,"score_spread":0.2826509491827178,"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."}}