{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007966386,0.0001338997,0.0002072419,0.0001388513,0.00008416112,0.00002190323,0.00004041909,0.0000416904,0.000003716356],"category_scores_gemma":[0.00000969043,0.00008262378,0.00002360871,0.0003829179,0.0001574955,0.00007943627,0.00002986763,0.0000869858,1.791273e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009860902,"about_ca_system_score_gemma":0.0001043531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006435409,"about_ca_topic_score_gemma":0.0001662417,"domain_scores_codex":[0.9991345,0.0000338807,0.0002336026,0.0002227498,0.0002129263,0.0001623039],"domain_scores_gemma":[0.9995987,0.00001752487,0.0001280491,0.0001287631,0.00005696387,0.00007002784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079105,0.00007990286,0.927644,0.00005035046,0.00003670153,0.000003357815,0.0007012927,0.0004158335,0.06880209,0.0001410793,0.000003899044,0.002013601],"study_design_scores_gemma":[0.003669847,0.00024677,0.8061482,0.000486438,0.00009112692,0.00001244821,0.00007470963,0.0005305154,0.1885326,0.0001179313,0.00001090729,0.00007854034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968888,0.001495816,0.00002847881,0.0007517759,0.00005139646,0.0007399865,0.000006448748,0.00001386688,0.00002350275],"genre_scores_gemma":[0.9988103,0.0000034836,0.000889665,0.0001152501,0.00003035397,0.0001210649,0.00001098967,0.00001369098,0.000005236954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1214958,"threshold_uncertainty_score":0.33693,"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."}}