{"id":"W3136918147","doi":"10.7150/jca.55322","title":"Intratumoral Treatment with Chemotherapy and Immunotherapy for NSCLC with EBUS-TBNA 19G","year":2021,"lang":"en","type":"article","venue":"Journal of Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Immunotherapy; Chemotherapy; Oncology; Cancer research; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.00003016718,0.0001111171,0.0002742678,0.00003868416,0.00004878086,0.00002552684,0.00001932354,0.00002382592,0.0001119309],"category_scores_gemma":[0.000001644867,0.00005885924,0.00005933309,0.00008391391,0.0000384032,0.00007571014,0.000001420842,0.00005589077,1.936272e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002308029,"about_ca_system_score_gemma":0.0008426515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004559548,"about_ca_topic_score_gemma":0.0001444475,"domain_scores_codex":[0.9994875,0.00000798295,0.0001514451,0.00009812783,0.0001366827,0.0001182373],"domain_scores_gemma":[0.9993876,0.00002198553,0.0001416763,0.00008775998,0.0002773478,0.00008362612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02039848,0.001424044,0.128484,0.0001554633,0.01022378,0.0007872829,0.005097611,0.00009165092,0.02489679,0.0003118588,0.003051476,0.8050776],"study_design_scores_gemma":[0.1198715,0.03210862,0.1856834,0.001814715,0.004051836,0.004321031,0.001975858,0.0000896921,0.09638043,0.000275094,0.5528664,0.0005613335],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683487,0.02050515,0.0009574372,0.008896788,0.0001303274,0.0003644525,0.00001917709,0.000007917683,0.0007700699],"genre_scores_gemma":[0.9774014,0.007444149,0.009776634,0.001528034,0.0004719828,0.00007684343,0.000007284409,0.00004063227,0.003253006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8045163,"threshold_uncertainty_score":0.240021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013280281115047,"score_gpt":0.3343565310179406,"score_spread":0.3242237282067901,"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."}}