{"id":"W2024400031","doi":"10.1016/j.humpath.2013.01.014","title":"High level of mature tumor-infiltrating dendritic cells predicts progression to muscle invasion in bladder cancer","year":2013,"lang":"en","type":"article","venue":"Human Pathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"CD68; Bladder cancer; Immunohistochemistry; Medicine; Hazard ratio; Proportional hazards model; Cancer; Pathology; Tumor progression; Oncology; Stroma; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008918028,0.0001696585,0.0003679522,0.0001573818,0.00005455629,0.00000916138,0.00009081031,0.0001312857,0.0009760656],"category_scores_gemma":[0.00002720928,0.000136653,0.00004804716,0.0001567732,0.00007144039,0.0000724069,0.00005921584,0.0002123162,0.00006009141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007393978,"about_ca_system_score_gemma":0.00008630427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009296425,"about_ca_topic_score_gemma":0.0003761094,"domain_scores_codex":[0.9987511,0.00007024377,0.0003358635,0.000332193,0.0001912888,0.0003192973],"domain_scores_gemma":[0.9993841,0.00002627415,0.00009307056,0.0002698517,0.00009886767,0.0001278486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007277747,0.000420018,0.04784475,0.0002270477,0.00002850605,0.0003696345,0.001910834,0.0000191945,0.936545,0.0001126747,0.004130446,0.00831917],"study_design_scores_gemma":[0.002674734,0.001020236,0.8117926,0.0006443429,0.0000697398,0.00007478469,0.0002276749,0.0000141592,0.1827556,0.0003989495,0.0001601657,0.0001670281],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972661,0.000249904,0.00002963239,0.0004319183,0.0002334518,0.0009548186,0.00004580087,0.00003527661,0.0007531178],"genre_scores_gemma":[0.9958435,0.00001580664,0.002128106,0.001038812,0.0001498534,0.0003334332,0.00002431167,0.00003076871,0.0004354296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7639478,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378597756423603,"score_gpt":0.3248153861862931,"score_spread":0.2710294086220571,"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."}}