{"id":"W3137590769","doi":"10.1177/10935266211001986","title":"Histologic Correlates of Molecular Group 4 Pediatric Medulloblastoma: A Retrospective Canadian Review","year":2021,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; BC Children's Hospital; Children's Hospital of Eastern Ontario; University of British Columbia","funders":"","keywords":"Anaplasia; Context (archaeology); Medulloblastoma; Pathology; Desmoplasia; Biology; Internal medicine; Histology; Immunohistochemistry; Medicine; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001472462,0.0001983386,0.0005626814,0.0002298947,0.000075656,0.0000046362,0.00004981514,0.0001430088,0.0002468684],"category_scores_gemma":[0.0002681668,0.000173558,0.00009687826,0.0005643689,0.00006366859,0.00003142012,0.00007092252,0.0001505163,0.00005015744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238823,"about_ca_system_score_gemma":0.0005221111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004553778,"about_ca_topic_score_gemma":0.0009501152,"domain_scores_codex":[0.9986513,0.0000643994,0.0003786868,0.0004130207,0.0001732263,0.0003193695],"domain_scores_gemma":[0.9992468,0.00006450595,0.0001219739,0.0001433862,0.0001379287,0.0002854339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001215093,0.0002005492,0.9901964,0.0004258954,0.00003848707,0.005689341,0.0001009128,8.681638e-8,0.0002529932,0.0003402029,0.00180984,0.0009331596],"study_design_scores_gemma":[0.001297041,0.0002827815,0.9922756,0.00006664028,0.0007099074,0.004005634,0.0001090606,0.000001240098,0.0003662647,0.0002438225,0.0004341158,0.0002078774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752917,0.121716,0.00001135102,0.0005051669,0.0001592345,0.0002839883,0.00002360603,0.00002105736,0.001987851],"genre_scores_gemma":[0.9469802,0.04960531,0.00224504,0.0009206646,0.00005245154,0.00003715623,0.00009069499,0.00001558691,0.00005287122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07211072,"threshold_uncertainty_score":0.7077489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007686927022892039,"score_gpt":0.2236874410061393,"score_spread":0.2160005139832472,"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."}}