{"id":"W2041507780","doi":"10.1007/s00262-010-0861-x","title":"Phenotypic characterization of chronic inflammation in a rare case of endobronchial carcinoma","year":2010,"lang":"en","type":"article","venue":"Cancer Immunology Immunotherapy","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame; Centre Hospitalier de l’Université de Montréal","funders":"Institut Du Cancer de Montréal","keywords":"Phenotype; Inflammation; Medicine; Carcinoma; Pathology; Biology; Internal medicine; Genetics; Gene","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":[0.0002463472,0.0002262798,0.0005711998,0.0003605824,0.00005193301,0.000006327758,0.0001664206,0.0003021305,0.001089142],"category_scores_gemma":[0.0000222036,0.0002154965,0.000165406,0.0004470978,0.0004187395,0.0001587631,0.00002466913,0.0004185629,0.000002899074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237988,"about_ca_system_score_gemma":0.0005884803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636362,"about_ca_topic_score_gemma":0.0007794509,"domain_scores_codex":[0.9984277,0.00008417855,0.0007966709,0.0002696866,0.000125618,0.0002961615],"domain_scores_gemma":[0.9986958,0.00004968207,0.0004891941,0.0005565591,0.0001806967,0.00002807011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00424359,0.0001374617,0.01638919,0.0001081142,0.0002290691,0.00004772391,0.001198284,0.000001584934,0.8220762,0.0001696144,0.000004053685,0.1553951],"study_design_scores_gemma":[0.008680452,0.0006328094,0.3074713,0.0001364661,0.00003811158,0.0005374267,0.00009883233,0.00009885918,0.6797565,0.000040308,0.002335614,0.0001732796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911427,0.006454042,0.00009201452,0.0003556447,0.001011997,0.0007110122,0.00004959512,0.00003039605,0.0001526293],"genre_scores_gemma":[0.9968656,0.002413897,0.00009947365,0.00007292769,0.0001915347,0.0001410387,0.00007300571,0.00003940089,0.000103072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2910821,"threshold_uncertainty_score":0.999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009713388647332986,"score_gpt":0.2675888687790458,"score_spread":0.2578754801317128,"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."}}