{"id":"W6566503","doi":"10.1155/2003/610570","title":"What Keeps Postpulmonary Resection Patients in Hospital?","year":2003,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Resection; General surgery; Surgery","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":[0.0005966162,0.0001917148,0.0004910874,0.0007294171,0.0007364562,0.001142651,0.0004114584,0.00109132,0.002173681],"category_scores_gemma":[0.007439004,0.0001292884,0.0003093622,0.001103228,0.0005538891,0.001691141,0.0002997281,0.001097975,0.0003493667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502038,"about_ca_system_score_gemma":0.001016086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394607,"about_ca_topic_score_gemma":0.00474246,"domain_scores_codex":[0.9995896,0.00009786014,0.0000644652,0.00005076631,0.000076382,0.0001209011],"domain_scores_gemma":[0.9955899,0.0007915139,0.001781115,0.00008311897,0.0004115867,0.001342808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001949817,0.00008827246,0.9645736,0.0002016667,0.00004633086,0.001347006,0.0005406888,0.00007086374,0.0001305039,0.00006374261,0.003929988,0.0288124],"study_design_scores_gemma":[0.00002562281,0.0003883428,0.9818612,0.0005422343,0.00008527889,0.005547994,0.007189089,0.0002075165,0.0001610176,0.0004139454,0.003531423,0.00004622308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634339,0.01179635,0.0001935314,0.02046894,0.0004608214,0.00002267101,0.0004968902,0.00004898764,0.003077998],"genre_scores_gemma":[0.9917614,0.005246342,0.0002258736,0.00163092,0.0004689583,0.00001821593,0.0003321853,0.000007710909,0.0003083404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002394607,"threshold_uncertainty_score":0.007271707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666120526870438,"score_gpt":0.2436849121757272,"score_spread":0.2270237069070228,"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."}}