{"id":"W2899415335","doi":"10.1136/bmjqs-2018-008697","title":"Virtual postoperative clinic: can we push virtual postoperative care further upstream?","year":2018,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Upstream (networking); Medical emergency; Nursing; Computer network; Computer science","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":[0.007600279,0.0004687412,0.0008453103,0.0007687118,0.003938401,0.005010826,0.002359301,0.03204768,0.01778455],"category_scores_gemma":[0.05042711,0.0004552868,0.0008357705,0.000767314,0.004514168,0.01249736,0.003241207,0.02346477,0.006408328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005225209,"about_ca_system_score_gemma":0.00512222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004323743,"about_ca_topic_score_gemma":0.008235849,"domain_scores_codex":[0.9931988,0.003537806,0.0005676612,0.0004243908,0.00157226,0.0006991308],"domain_scores_gemma":[0.9624919,0.02461151,0.002084433,0.0007304195,0.003098308,0.006983381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003899872,0.0003238434,0.006174085,0.0007920371,0.00004553917,0.003887244,0.001359083,0.0001479001,0.0003517949,0.01057848,0.8454175,0.1305325],"study_design_scores_gemma":[0.001079501,0.001481738,0.009108933,0.007255054,0.0001105575,0.009111918,0.009450087,0.001294089,0.000368561,0.03533569,0.9251991,0.0002047748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007376078,0.002282847,0.0001205101,0.9929249,0.002595772,0.00001342619,0.00001354443,0.00001447858,0.001296941],"genre_scores_gemma":[0.01868531,0.00696947,0.0007140753,0.950691,0.02099236,0.0001103704,0.00003493209,0.00002094158,0.001781521],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03204768,"threshold_uncertainty_score":0.05949527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03958060487326552,"score_gpt":0.3602110843375274,"score_spread":0.3206304794642619,"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."}}