{"id":"W4400674909","doi":"10.3390/curroncol31070295","title":"Is Spirometry a Sufficient Test for Assessing Respiratory Function after Lung Resection?","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Spirometry; Lung function; Test (biology); Lung; Respiratory system; Pneumonectomy; Pulmonary function testing; Intensive care medicine; Internal medicine; Asthma; Biology","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":[0.006022597,0.0006467075,0.001420695,0.001268626,0.0002492805,0.001037082,0.0009048398,0.002046564,0.0008371685],"category_scores_gemma":[0.02679545,0.0002631026,0.0005292908,0.001005942,0.001317976,0.001402509,0.0003642518,0.0007516028,0.0005387451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140108,"about_ca_system_score_gemma":0.0006506426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006452021,"about_ca_topic_score_gemma":0.0008569955,"domain_scores_codex":[0.9960217,0.001354844,0.0007568092,0.0004281832,0.001204718,0.0002338501],"domain_scores_gemma":[0.9705373,0.01660917,0.006902673,0.001487829,0.003430007,0.00103301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003430514,0.00007320866,0.9810016,0.0001639814,0.000097987,0.00008678999,0.00003259526,0.000117855,0.0005649165,0.0000309556,0.0003970446,0.01709007],"study_design_scores_gemma":[0.00003952573,0.001089984,0.9924685,0.000340502,0.000178226,0.001744029,0.0002501866,0.0013691,0.0007299267,0.000220017,0.00154278,0.00002716628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532148,0.03753604,0.002648191,0.002912269,0.000570452,0.00005526224,0.0007588337,0.0000720107,0.002232024],"genre_scores_gemma":[0.9953081,0.002456798,0.0009428964,0.0003285467,0.0004010448,0.00002510267,0.0004308005,0.000006629835,0.0001000044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006022597,"threshold_uncertainty_score":0.03185093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09703353391492989,"score_gpt":0.4564938071244972,"score_spread":0.3594602732095673,"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."}}