{"id":"W4391832054","doi":"10.3892/ol.2024.14287","title":"Impact on hospitalization and infection patterns of advanced lung cancer with lower respiratory tract infections: Targeted therapy vs. chemoradiotherapy","year":2024,"lang":"en","type":"article","venue":"Oncology Letters","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Lung cancer; Medicine; Chemoradiotherapy; Molecular medicine; Oncology; Respiratory tract infections; Internal medicine; Respiratory tract; Cancer; Pneumonia; Intensive care medicine; Oncogene; Respiratory system; Cell cycle","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":[0.00007123762,0.0001691228,0.00030814,0.0001633333,0.0000403535,0.00001467833,0.00001808742,0.0000873139,0.0001822608],"category_scores_gemma":[0.000004758856,0.0001107854,0.00007818553,0.0001849472,0.00005461326,0.0001151845,0.000003344444,0.000137688,0.000001195985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008822109,"about_ca_system_score_gemma":0.0001540828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003477782,"about_ca_topic_score_gemma":0.00006047056,"domain_scores_codex":[0.9992642,0.00004363681,0.0001574335,0.0002685357,0.0001189003,0.0001472517],"domain_scores_gemma":[0.999613,0.00006672206,0.00007794956,0.0001406443,0.00004250705,0.00005910908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007685401,0.0008611083,0.9695252,0.000107861,0.0005941406,0.00006329593,0.0003466546,0.0005252584,0.007204246,0.00001372061,0.001794205,0.01819583],"study_design_scores_gemma":[0.003686647,0.009039472,0.9770122,0.0004589174,0.0001610363,0.00002155514,0.000006505757,0.0001182027,0.003899999,0.000002032911,0.005466608,0.0001268947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991797,0.002785525,0.0001536109,0.004106204,0.0004040982,0.0005973106,0.00001546086,0.00007402337,0.00006681008],"genre_scores_gemma":[0.9918668,0.004317822,0.00003057212,0.003277537,0.0001644119,0.0002742198,0.00001872351,0.00003458249,0.00001527569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01806893,"threshold_uncertainty_score":0.4517698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008295001470270333,"score_gpt":0.3322548220662644,"score_spread":0.323959820595994,"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."}}