{"id":"W4391600565","doi":"10.3390/cancers16040708","title":"CXCL13 Positive Cells Localization Predict Response to Anti-PD-1/PD-L1 in Pulmonary Non-Small Cell Carcinoma","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Centre Hospitalier de l’Université de Montréal; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval","keywords":"CXCL13; Medicine; Nivolumab; Lung cancer; Tumor microenvironment; Immunohistochemistry; Internal medicine; Oncology; Immune system; Immunotherapy; Cancer; Cancer research; Pathology; Immunology; Chemokine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752055,0.0001449814,0.0001820478,0.0004277067,0.000177045,0.0002303883,0.0001740673,0.0002391588,0.001513717],"category_scores_gemma":[0.0007109064,0.0001302625,0.0002135147,0.0003232719,0.0002132067,0.0002253585,0.0002442251,0.0002359236,0.0003068712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196091,"about_ca_system_score_gemma":0.0001994384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100413,"about_ca_topic_score_gemma":0.001352289,"domain_scores_codex":[0.99985,0.00003770155,0.00002258324,0.00003629452,0.00002973764,0.00002372667],"domain_scores_gemma":[0.9994517,0.0001559714,0.0001859906,0.00003468622,0.00007966764,0.00009201022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003965674,0.00002081929,0.995076,0.00001589245,0.00001154329,0.0001164636,0.00001930874,0.0001106095,0.00193869,0.000006370376,0.00006629108,0.002221392],"study_design_scores_gemma":[0.00001427211,0.0002492627,0.9962407,0.000004864171,0.00003306636,0.001023708,0.00007215851,0.0009073387,0.001149119,0.00002015408,0.000282387,0.000002916753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993103,0.0002178163,0.0001545493,0.0000128538,0.000002065707,0.0000101642,0.0001080162,0.00000371855,0.0001805521],"genre_scores_gemma":[0.9996506,0.0000345982,0.00009693675,0.000005363743,0.000002756393,0.000006174896,0.0001175503,8.100782e-7,0.00008521799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513717,"threshold_uncertainty_score":0.005063891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009624451137397043,"score_gpt":0.2470425316997677,"score_spread":0.2374180805623707,"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."}}