{"id":"W2005398645","doi":"10.1080/07357900600814839","title":"A Sequential Scanning of the Immune Efficiency in Astrocytoma (Grade I to Grade III), Meningioma and Secondary Glioma Patients with and without Therapeutic Scheduling","year":2006,"lang":"en","type":"article","venue":"Cancer Investigation","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Astrocytoma; Meningioma; Glioma; Medicine; Immune system; Oncology; Internal medicine; Surgery; Cancer research; Immunology","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":[0.00008040228,0.0001428821,0.0001879026,0.0002801071,0.0001625495,0.000150371,0.00006315267,0.0001389314,0.0007912857],"category_scores_gemma":[0.00035951,0.00005872938,0.0001643469,0.0001792235,0.0001238621,0.0001164811,0.0001041481,0.000187223,0.0001171365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159314,"about_ca_system_score_gemma":0.0001140658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007395761,"about_ca_topic_score_gemma":0.001031918,"domain_scores_codex":[0.9999324,0.00001090477,0.000007491928,0.00001858757,0.00001316232,0.00001742338],"domain_scores_gemma":[0.9997918,0.00001944025,0.00008877934,0.00001190388,0.00002407394,0.00006397024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003744576,0.0002110278,0.9652284,0.00005075851,0.00007245818,0.00100983,0.0002594149,0.0001411299,0.01577116,0.00004277859,0.0001519157,0.01331648],"study_design_scores_gemma":[0.00001958485,0.002649622,0.993112,0.000003720348,0.00004930073,0.00198114,0.0001430468,0.0001288729,0.001511907,0.00002932807,0.0003662495,0.000005121575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994529,0.0001486626,0.00003885822,0.00000656787,0.000001879298,0.000005719427,0.00003314821,0.000002352506,0.0003098929],"genre_scores_gemma":[0.999757,0.00004118923,0.00002995265,0.000004828119,0.000002046928,0.00000325625,0.00005107977,4.129715e-7,0.0001102935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007912857,"threshold_uncertainty_score":0.002647102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712194722769551,"score_gpt":0.2622762296126868,"score_spread":0.2451542823849913,"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."}}