{"id":"W7066534305","doi":"","title":"Immunohistochemical prognostic markers in diffuse large B-cell lymphoma: validation of tissue microarray as a prerequisite for broad clinical applications--a study from the Lunenburg Lymphoma Biomarker Consortium.","year":2007,"lang":"en","type":"other","venue":"Radboud Repository (Radboud University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunohistochemistry; Concordance; Tissue microarray; Biomarker; Lymphoma; Microarray","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002711549,0.0005211154,0.0007856986,0.000358556,0.0003013525,0.0000803118,0.0008262821,0.0003345981,0.00008528688],"category_scores_gemma":[0.00001907455,0.0004987102,0.000358619,0.0007022905,0.00037886,0.0001146706,0.0002215261,0.000241892,0.00002853385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420776,"about_ca_system_score_gemma":0.0003563839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996171,"about_ca_topic_score_gemma":0.000008330286,"domain_scores_codex":[0.9969928,0.0003605424,0.0008738457,0.0009192692,0.0003510718,0.0005025289],"domain_scores_gemma":[0.99681,0.000813363,0.001014456,0.00102345,0.0001642338,0.0001745636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005985557,0.1805216,0.5560667,0.0007034129,0.009441835,0.0003195668,0.003600102,0.0002887699,0.02974788,0.02537292,0.1616669,0.02628483],"study_design_scores_gemma":[0.03682981,0.0006495262,0.03391434,0.0003502092,0.002172707,0.000001674844,0.004886837,0.0005569777,0.001870095,0.0001832654,0.9169021,0.001682409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8397933,0.001304459,0.02781496,0.00004190581,0.001146304,0.00993472,0.001337681,0.0002050249,0.1184217],"genre_scores_gemma":[0.8374193,0.00001975246,0.0007602602,0.00002465959,0.0009726022,0.0001505679,0.001053356,0.0002936717,0.1593058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7552353,"threshold_uncertainty_score":0.9997464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102147612507226,"score_gpt":0.2558830190422254,"score_spread":0.2448615429171532,"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."}}