{"id":"W4396616945","doi":"10.3390/curroncol31050180","title":"Patients with Leptomeningeal Carcinomatosis and Hydrocephalus-Feasibility of Combined Ventriculoperitoneal Shunt and Reservoir Insertion for Intrathecal Chemotherapy","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Concomitant; Hydrocephalus; Shunt (medical); Chemotherapy; Intrathecal; Lethargy; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000163576,0.0001805466,0.0002429744,0.0004126144,0.0002768304,0.0002823599,0.0001147574,0.000169059,0.001226293],"category_scores_gemma":[0.0005653778,0.00008886661,0.0002417013,0.0003012369,0.0002158587,0.0003151895,0.0002450698,0.0001511745,0.0001937147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397084,"about_ca_system_score_gemma":0.0004845661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002571192,"about_ca_topic_score_gemma":0.0006369581,"domain_scores_codex":[0.9998977,0.00002207723,0.00001478941,0.00001963968,0.00002041041,0.00002544284],"domain_scores_gemma":[0.9998407,0.00003875333,0.00005494051,0.00001405605,0.00000922446,0.00004235239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001425155,0.00028367,0.9217222,0.00007250047,0.00006602243,0.01671552,0.0001468184,0.0002492419,0.0154116,0.0001250689,0.0002103253,0.04357192],"study_design_scores_gemma":[0.0001504389,0.004812128,0.8587469,0.00004659584,0.0001654929,0.1233822,0.0006609225,0.001408762,0.007752887,0.0002190266,0.002625484,0.00002919271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987073,0.0003804563,0.0002775552,0.00001296825,0.000003538837,0.000009008375,0.00002287242,0.000004138692,0.0005822022],"genre_scores_gemma":[0.9994336,0.000152252,0.0002545917,0.00001049957,0.00001006732,0.000009808632,0.00004466751,0.000001016378,0.00008346183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001226293,"threshold_uncertainty_score":0.004102409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05903501005054268,"score_gpt":0.3715384969592067,"score_spread":0.312503486908664,"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."}}