{"id":"W2729108195","doi":"10.1016/j.athoracsur.2017.05.025","title":"Impact of Adverse Events and Length of Stay on Patient Experience After Lung Cancer Resection","year":2017,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Adverse effect; Lung cancer; Resection; Cancer; Lung; General surgery; Intensive care medicine; Surgery; Oncology; Internal medicine","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":[0.0009575275,0.000191869,0.0003557924,0.0005221755,0.0005335631,0.001268401,0.0003478366,0.0004986785,0.0033946],"category_scores_gemma":[0.009235417,0.0001094092,0.0009807312,0.0006026984,0.0003145288,0.0007398306,0.0008732566,0.00132774,0.0003075049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008797793,"about_ca_system_score_gemma":0.000869928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329194,"about_ca_topic_score_gemma":0.005572276,"domain_scores_codex":[0.998735,0.0003823707,0.0002147118,0.00008836797,0.0002708421,0.0003086935],"domain_scores_gemma":[0.990517,0.002086471,0.004106426,0.0001679495,0.0008045862,0.002317563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007072866,0.0001958846,0.9893985,0.00005404559,0.0002983379,0.0002688442,0.0001655433,0.0003403294,0.000216043,0.00006422168,0.0003810945,0.007909897],"study_design_scores_gemma":[0.000008617019,0.0003882796,0.9979162,0.0000260844,0.00006503578,0.0003092657,0.0004799352,0.0002927809,0.00007051069,0.00008524775,0.0003439327,0.00001417534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952536,0.001268659,0.0001158264,0.0005699923,0.00006138563,0.000009532175,0.0003327438,0.000006381231,0.002381968],"genre_scores_gemma":[0.999116,0.0002416741,0.00006676958,0.0001118139,0.00004675055,0.000004049724,0.000206774,0.00000300369,0.000203091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0033946,"threshold_uncertainty_score":0.01135606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0808578914291011,"score_gpt":0.436156511752188,"score_spread":0.3552986203230869,"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."}}