{"id":"W4379517408","doi":"10.3390/curroncol30060414","title":"Are Extensive Open Lung Resections for Elderly Patients with Lung Cancer Justified?","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Lung; Atelectasis; Stage (stratigraphy); Pneumonia; Internal medicine; Pneumonectomy; Surgery; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006741963,0.000152327,0.0002865821,0.0003388386,0.0002198299,0.0004296688,0.0001623601,0.0003285141,0.00136071],"category_scores_gemma":[0.003796133,0.00006485725,0.0002538338,0.0003648599,0.0004085501,0.0004441489,0.0003189082,0.0003790039,0.0002155433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384047,"about_ca_system_score_gemma":0.0003241533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003845866,"about_ca_topic_score_gemma":0.000881365,"domain_scores_codex":[0.9995827,0.0001096734,0.00005580147,0.00005763894,0.0001234157,0.00007076268],"domain_scores_gemma":[0.9959503,0.001013308,0.002065323,0.0001485081,0.0002523086,0.0005701372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004214983,0.00004014602,0.9705324,0.00008752588,0.00005864649,0.0007059253,0.00008545351,0.00005444872,0.0004208986,0.00008442509,0.0005245041,0.02698422],"study_design_scores_gemma":[0.00002454772,0.00067287,0.9899095,0.0001634606,0.0001215405,0.005098869,0.0007354533,0.0001696609,0.0003039479,0.0003785125,0.002412782,0.000008877075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985592,0.01092308,0.0004340193,0.00121668,0.0001471053,0.00001022719,0.0002316257,0.000008952003,0.001436279],"genre_scores_gemma":[0.9961045,0.002779235,0.0001410705,0.0003156533,0.0003244926,0.00000428548,0.0002198888,0.000002624082,0.0001081424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00136071,"threshold_uncertainty_score":0.004552066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127474665662057,"score_gpt":0.4729752237717756,"score_spread":0.3455005581097187,"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."}}