{"id":"W4243071862","doi":"10.3410/f.718450227.793496239","title":"Faculty Opinions recommendation of Beta-catenin status in paediatric medulloblastomas: correlation of immunohistochemical expression with mutational status, genetic profiles, and clinical characteristics.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Correlation; Immunohistochemistry; Catenin; Expression (computer science); BETA (programming language); Biology; Oncology; Genetics; Computational biology; Internal medicine; Medicine; Gene; Computer science; Wnt signaling pathway; Mathematics","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":[0.001037107,0.001141076,0.001502121,0.003488274,0.0003975929,0.001599409,0.002261623,0.00163386,0.04267156],"category_scores_gemma":[0.01140147,0.0005161507,0.001493168,0.004830274,0.000227325,0.0009951787,0.001271544,0.001278837,0.02321408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344405,"about_ca_system_score_gemma":0.003222401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02061464,"about_ca_topic_score_gemma":0.04815153,"domain_scores_codex":[0.9988392,0.000155292,0.00024641,0.0003557046,0.0002694693,0.0001339665],"domain_scores_gemma":[0.9955695,0.001044091,0.001289548,0.0005573353,0.001029916,0.0005095538],"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":[0.0004769245,0.00004742813,0.02119155,0.003192301,0.0005063559,0.00007627124,0.00002522904,0.0004043072,0.0003098926,0.0003098775,0.96203,0.0114299],"study_design_scores_gemma":[0.001853723,0.00008457695,0.1197137,0.002457424,0.0009289364,0.0006159894,0.0001073506,0.001400523,0.001124442,0.001423651,0.8701915,0.00009813662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005980791,0.0001828787,0.00005436911,0.00009801645,0.00001518242,0.00001910907,0.9984193,0.00008648817,0.0005266058],"genre_scores_gemma":[0.002843024,0.0002482832,0.000362842,0.0001226844,0.00001782761,0.0001188315,0.9954937,0.00003693259,0.0007557925],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04267156,"threshold_uncertainty_score":0.1427506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982883099084923,"score_gpt":0.3389643698429107,"score_spread":0.3191355388520615,"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."}}