{"id":"W2894044736","doi":"10.21037/jtd.2018.09.61","title":"Enhanced recovery after pulmonary surgery","year":2018,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; 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":[0.001089843,0.000624301,0.000876722,0.001978324,0.000362189,0.001453241,0.0006462249,0.001092358,0.003122189],"category_scores_gemma":[0.003268358,0.0001396489,0.0008448223,0.001351343,0.0008010059,0.001741363,0.001068155,0.001421218,0.0007099257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778399,"about_ca_system_score_gemma":0.001941349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400686,"about_ca_topic_score_gemma":0.0026118,"domain_scores_codex":[0.9992571,0.0002101108,0.0001454414,0.00009755229,0.0002361816,0.00005346107],"domain_scores_gemma":[0.9988153,0.0007535635,0.0001727341,0.0000307621,0.0001820554,0.00004560597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008067139,0.00007629993,0.0009222403,0.04708262,0.0001937908,0.0002050365,0.0003029789,0.0002543137,0.0006811548,0.006902976,0.01516357,0.9281343],"study_design_scores_gemma":[0.0000315492,0.0003340006,0.01062556,0.0500886,0.0004633735,0.004997788,0.0007609132,0.0002255805,0.001083361,0.009424029,0.9219015,0.00006359636],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003873564,0.9966691,0.0002602446,0.0006039058,0.0002622925,0.00001619701,0.00002759985,0.000009100205,0.001764325],"genre_scores_gemma":[0.004087342,0.9943208,0.0004251403,0.0004150303,0.0002625934,0.00002272443,0.00003719018,0.00000253196,0.0004266561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003122189,"threshold_uncertainty_score":0.01044476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995302073123459,"score_gpt":0.3636556198991568,"score_spread":0.3237025991679223,"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."}}