{"id":"W4210892249","doi":"10.1007/3-540-31260-9_32","title":"Pleomorphic Xanthoastrocytoma","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Pleomorphic xanthoastrocytoma; Medicine; Computer science; Glioma; Astrocytoma; Cancer research","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004292139,0.0002476427,0.0005292445,0.00007663038,0.00003375311,0.00001019379,0.00005455688,0.0003170074,0.01465902],"category_scores_gemma":[0.00001579797,0.0001666718,0.0002205495,0.00001173866,0.00009783598,0.00001246647,0.0000455774,0.000332456,0.0008482988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006918616,"about_ca_system_score_gemma":0.00008516216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002113908,"about_ca_topic_score_gemma":0.0000249788,"domain_scores_codex":[0.9990315,0.000003098042,0.000254169,0.0002774242,0.0002499323,0.0001838224],"domain_scores_gemma":[0.9994152,0.00005031217,0.0000876756,0.0002444717,0.00006614374,0.0001361666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002743439,0.0001032319,0.0006701308,0.0001345476,0.00003600086,0.01006453,0.000002801577,8.515808e-7,0.00007460986,0.1703827,0.808742,0.009514273],"study_design_scores_gemma":[0.0006154106,0.0008861645,0.002404598,0.0001335828,0.0001821527,0.000953618,0.000001727174,0.000005479313,0.00007502778,0.002761693,0.9917675,0.0002130541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004214582,0.0005000681,0.00009420556,0.0004652721,0.000103769,0.0002512305,0.00003412903,0.0001702891,0.9979596],"genre_scores_gemma":[0.02063948,0.00003856341,0.0007453714,0.00117179,0.0008832743,0.000004749021,0.0001549431,0.00004099907,0.9763208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1830255,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287802936142625,"score_gpt":0.2603327068635375,"score_spread":0.2274546775021113,"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."}}