{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004641026,0.00009767376,0.000310884,0.000410073,0.0001759569,0.0004555293,0.0001516109,0.0002187973,0.001101475],"category_scores_gemma":[0.002841653,0.00008601648,0.000463866,0.0006021833,0.0001799739,0.0002890575,0.0003813455,0.0002876269,0.0001313516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733615,"about_ca_system_score_gemma":0.0002413566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429959,"about_ca_topic_score_gemma":0.002364896,"domain_scores_codex":[0.9991754,0.0002760522,0.0001176845,0.00010699,0.0001989775,0.0001248877],"domain_scores_gemma":[0.9972578,0.0007217554,0.001369474,0.00009303852,0.0002139644,0.0003439287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001520155,0.00001260038,0.9977336,0.00000774598,0.00002950822,0.00008467702,0.00002043595,0.00003560284,0.0001623197,0.000005083407,0.00002434209,0.001732013],"study_design_scores_gemma":[0.000001478506,0.00006975786,0.9994031,0.000003286239,0.00001474803,0.0002685042,0.00005125949,0.00006297291,0.00004658652,0.000004264547,0.00007262744,0.000001351533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998811,0.0005866893,0.00004664055,0.00003703493,0.000004775842,0.000003300431,0.000119124,0.000001085577,0.0003904424],"genre_scores_gemma":[0.9997334,0.00008408046,0.00001699871,0.000009865581,0.000006198484,0.000001364184,0.0001134657,6.460791e-7,0.00003396189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001429959,"threshold_uncertainty_score":0.003684759,"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."}}