{"id":"W4205602047","doi":"10.1038/labinvest.2012.43","title":"Neuropathology","year":2012,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neuropathology; Medicine; Neuroscience; Pathology; Biology; Disease","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":[0.0004279312,0.0009556013,0.0003277243,0.003162022,0.001028543,0.00104003,0.0009235994,0.0008539184,0.03659698],"category_scores_gemma":[0.001339384,0.0002466041,0.0004613907,0.001173751,0.0008672002,0.0009710538,0.000837886,0.001020922,0.01251668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007438556,"about_ca_system_score_gemma":0.001420017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003271752,"about_ca_topic_score_gemma":0.003976668,"domain_scores_codex":[0.9997432,0.00003279543,0.00002683806,0.00006597005,0.00006886752,0.00006236228],"domain_scores_gemma":[0.9993265,0.00006407983,0.00006466031,0.0001434964,0.0003217685,0.00007953613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008580933,0.0003746648,0.07212744,0.001544746,0.0002426812,0.0973862,0.00129659,0.0005408372,0.07810248,0.02060459,0.1106421,0.6162796],"study_design_scores_gemma":[0.00008620479,0.0004763994,0.08703837,0.001876609,0.0002606386,0.287891,0.001349285,0.001050484,0.04065322,0.02060592,0.558621,0.0000908432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1902587,0.03169319,0.04177927,0.00963448,0.003000151,0.001458116,0.005377516,0.003093213,0.7137054],"genre_scores_gemma":[0.6530094,0.02309535,0.03278299,0.008382032,0.002048241,0.0005944266,0.005099756,0.0005696681,0.2744181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03659698,"threshold_uncertainty_score":0.1224291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126219989205993,"score_gpt":0.2622423187545222,"score_spread":0.2409801188624623,"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."}}