{"id":"W4404857339","doi":"10.1093/noajnl/vdae173.053","title":"10076- MPC-8 MOLECULAR DIAGNOSIS OF MEDULLOBLASTOMA: CHARACTERISTICS OF JAPANESE CASES AND DIAGNOSTIC METHODS FOR WNT MBS.","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medulloblastoma; Wnt signaling pathway; Computer science; Medicine; Cancer research; Biology; Genetics; Gene","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":[0.0008174794,0.0004508519,0.0002817776,0.002170542,0.0005548568,0.0004739661,0.0004004767,0.0004306519,0.001462084],"category_scores_gemma":[0.001423419,0.0004576225,0.0003790307,0.001368583,0.0004962769,0.0005800917,0.0006812519,0.0002486894,0.0007303753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331473,"about_ca_system_score_gemma":0.0004833867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241505,"about_ca_topic_score_gemma":0.006112665,"domain_scores_codex":[0.9994987,0.00005117261,0.0001272828,0.0001257564,0.0001125836,0.00008450998],"domain_scores_gemma":[0.9994331,0.00006320741,0.0001322365,0.00006889938,0.0001448359,0.0001576026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002125523,0.00003185165,0.9526684,0.0001021749,0.00004268216,0.009326912,0.0004103417,0.0001022191,0.02561638,0.00008019601,0.0002951404,0.01111122],"study_design_scores_gemma":[0.00002909062,0.0001691977,0.9224442,0.00003913827,0.000241624,0.06104774,0.00128411,0.001105569,0.008126047,0.0001570016,0.005330648,0.00002562898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947878,0.00183675,0.001165639,0.0000910349,0.00002124669,0.00004852597,0.0002887548,0.00002660683,0.001733686],"genre_scores_gemma":[0.9959418,0.0008578331,0.00196107,0.00003746428,0.00001925894,0.00003993369,0.0006279555,0.00001374313,0.0005008589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004241505,"threshold_uncertainty_score":0.00843364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828609635790188,"score_gpt":0.3737780807068098,"score_spread":0.3554919843489079,"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."}}