{"id":"W3042175304","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a2733","title":"Real-World Outcomes of Patients with Advanced Non-Small Cell Lung Cancer Treated with Anti-PD1 Therapy on the Basis of PD-L1 Results in EBUS-TBNA vs Histological Specimens","year":2020,"lang":"en","type":"article","venue":"","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Lung cancer; Lung; Cancer; Oncology; Radiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007290193,0.0002434642,0.0004622481,0.0004618953,0.0002725818,0.001053006,0.000370268,0.0006195354,0.001994568],"category_scores_gemma":[0.003238236,0.000135231,0.0006883571,0.0006454656,0.0004775469,0.001000478,0.000650841,0.000665208,0.0004036408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005689139,"about_ca_system_score_gemma":0.000198885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546341,"about_ca_topic_score_gemma":0.00275195,"domain_scores_codex":[0.9994585,0.0001525962,0.0000535676,0.0001599645,0.0000614982,0.000113911],"domain_scores_gemma":[0.9981027,0.0005671937,0.0007601493,0.0001069834,0.0001707923,0.0002922573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003865815,0.00007518696,0.9859249,0.00009471026,0.0004040468,0.0002342939,0.000169317,0.001117161,0.0004279196,0.0001323913,0.0010545,0.006499788],"study_design_scores_gemma":[0.00007442915,0.0009057344,0.9928323,0.00003819343,0.00026966,0.0008678684,0.0006097236,0.002332614,0.0002583941,0.0003544763,0.001419377,0.00003719302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937087,0.0006860703,0.0002364833,0.0001521934,0.00003448987,0.00001689107,0.003961727,0.0000147029,0.001188716],"genre_scores_gemma":[0.9971803,0.000102819,0.00006210196,0.0000411269,0.00001888494,0.00001157856,0.002443501,0.000003525257,0.0001360732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001994568,"threshold_uncertainty_score":0.006672561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041651671210021,"score_gpt":0.2624608755197566,"score_spread":0.2420443588076563,"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."}}