{"id":"W2161539621","doi":"","title":"Reproducibility of p53 immunohistochemistry in bladder tumors. National Cancer Institute, Bladder Tumor Marker Network.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Concordance; Reproducibility; Bladder cancer; Pathology; Medicine; Immunohistochemistry; Staining; Immunostaining; Cancer; Urinary bladder; Bladder Neoplasm; Oncology; Urology; Internal medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001333897,0.0002159967,0.0004360426,0.00008875521,0.00004242969,0.000009343683,0.0001575735,0.0001296615,0.001284508],"category_scores_gemma":[0.0007233288,0.0002208029,0.0001465091,0.0005879216,0.000247656,0.0001155198,0.00005061481,0.0004237373,0.0000132546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006601001,"about_ca_system_score_gemma":0.0006105401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005108016,"about_ca_topic_score_gemma":0.00007968584,"domain_scores_codex":[0.9972184,0.00005213474,0.000649392,0.001011149,0.0005476493,0.000521253],"domain_scores_gemma":[0.9982741,0.00003198444,0.000153906,0.001162802,0.0002231422,0.0001540012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009876799,0.004155944,0.1603941,0.001458632,0.002500035,0.001025683,0.000986557,0.02681328,0.05480904,0.0004190633,0.1751707,0.5623901],"study_design_scores_gemma":[0.003183315,0.0000275537,0.9628555,0.000174584,0.0001180141,0.0001397661,0.0000135069,0.0002194095,0.01180041,0.0003913878,0.02071462,0.0003619114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267475,0.003489093,0.000008820301,0.0007540779,0.0004031499,0.001305706,0.00003969417,0.00006776874,0.06718417],"genre_scores_gemma":[0.9925646,0.0001075713,0.0001892375,0.0006166127,0.0004465591,0.00162912,0.0000599061,0.00003772162,0.004348702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8024614,"threshold_uncertainty_score":0.9996284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802921918723277,"score_gpt":0.2570808557832827,"score_spread":0.2390516365960499,"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."}}