{"id":"W3130542487","doi":"10.1097/sla.0000000000004802","title":"Symptom Assessment Following Surgery for Lung Cancer","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Manitoba; Research Institute in Oncology and Hematology; University of Toronto; University Health Network; CancerCare Manitoba; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; Relative risk; Pneumonectomy; Lung cancer; Population; Retrospective cohort study; Cohort; Surgery; Cancer; Cohort study; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001368798,0.0002611791,0.0004218103,0.000880589,0.0003457855,0.0006423842,0.0004983022,0.000367431,0.001239364],"category_scores_gemma":[0.004430292,0.0001729795,0.0008148375,0.001346198,0.0002818612,0.0004736073,0.0008865665,0.0007683284,0.0002015444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007476275,"about_ca_system_score_gemma":0.001029244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008033302,"about_ca_topic_score_gemma":0.01240571,"domain_scores_codex":[0.999183,0.0002495568,0.0001442731,0.0001354975,0.0001659859,0.000121647],"domain_scores_gemma":[0.9961783,0.0004203637,0.002762048,0.00008597605,0.000305062,0.0002481982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001219016,0.00002726208,0.9975805,0.0000636219,0.00006343196,0.00002688205,0.00003292816,0.00004134136,0.00004612098,0.000005228128,0.000153444,0.001837385],"study_design_scores_gemma":[0.00000873566,0.0001405103,0.9993032,0.00001889593,0.00002626572,0.0001089354,0.00009185796,0.00009475939,0.00002948463,0.000008968161,0.0001649204,0.000003578283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99467,0.001445033,0.0001747797,0.0001592043,0.00002131634,0.00007971888,0.002777575,0.00001080505,0.000661583],"genre_scores_gemma":[0.9970025,0.0004201393,0.0002502432,0.00005453149,0.00001855411,0.00003871193,0.002092619,0.000002019429,0.0001205984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008033302,"threshold_uncertainty_score":0.01597309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178242106534215,"score_gpt":0.4354225485315492,"score_spread":0.2571804419973341,"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."}}