{"id":"W3126011236","doi":"10.3389/fonc.2020.543648","title":"Management of Primary Central Nervous System Lymphoma Using Intra-Arterial Chemotherapy With Osmotic Blood-Brain Barrier Disruption: Retrospective Analysis of the Sherbrooke Cohort","year":2021,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Retrospective cohort study; Primary central nervous system lymphoma; Carboplatin; Cohort; Febrile neutropenia; Neutropenia; Chemotherapy; Surgery; Methotrexate; Internal medicine; Cisplatin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001005846,0.0003511441,0.0005915113,0.00110301,0.0005428973,0.0007324751,0.0004351958,0.0002856721,0.001766209],"category_scores_gemma":[0.001720993,0.0003766876,0.0005466314,0.001474682,0.0004305025,0.0005276237,0.0006318249,0.000428766,0.0003271642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007313633,"about_ca_system_score_gemma":0.00075509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123587,"about_ca_topic_score_gemma":0.005991171,"domain_scores_codex":[0.999111,0.0001682194,0.0001232021,0.000239333,0.0001847833,0.0001735622],"domain_scores_gemma":[0.9983763,0.0002428117,0.0007339462,0.0002027497,0.0001695725,0.0002746486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001303208,0.00001872071,0.9982569,0.00001009433,0.0000417797,0.00036153,0.00005080375,0.00002173035,0.000179793,0.00001403528,0.00008400866,0.0008303465],"study_design_scores_gemma":[0.00002497803,0.0002500741,0.9958844,0.00001836086,0.00006525726,0.002526035,0.0004314861,0.0001293804,0.0001488819,0.00001699168,0.0004965882,0.000007532272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987663,0.0004278662,0.00009660489,0.00002205347,0.00000440923,0.00002109641,0.0003344498,0.000003726367,0.0003235672],"genre_scores_gemma":[0.9991975,0.0002194032,0.00007017705,0.00002752897,0.000009798146,0.00001609425,0.0003886821,0.000004007637,0.00006686628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004123587,"threshold_uncertainty_score":0.008199215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006749573126990382,"score_gpt":0.2396104503251086,"score_spread":0.2328608771981183,"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."}}