{"id":"W2045518434","doi":"10.2310/7070.2006.0018","title":"Factors Affecting Unanticipated Hospital Admission Following Otolaryngologic Day Surgery","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Nausea and vomiting management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Perioperative; Otorhinolaryngology; Surgery; Ambulatory; Complication; Airway; Incidence (geometry); Retrospective cohort study; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000512069,0.0002877492,0.0002512692,0.0009154707,0.0004577017,0.0005911875,0.0004329106,0.000514226,0.002049218],"category_scores_gemma":[0.006813327,0.0002186495,0.0003356722,0.000914656,0.0004197167,0.0005360206,0.0005331181,0.0007320435,0.0001805654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004987422,"about_ca_system_score_gemma":0.0007452524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003359548,"about_ca_topic_score_gemma":0.004536035,"domain_scores_codex":[0.9991167,0.0001882563,0.0001674631,0.0001004587,0.0002231067,0.0002040288],"domain_scores_gemma":[0.990783,0.001775138,0.00539515,0.0001402777,0.0005201299,0.001386234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002848239,0.0000137024,0.9984671,0.00001039172,0.000006866896,0.0003853848,0.00003830551,0.00002572287,0.00006173191,0.000005420291,0.00009330009,0.0008633792],"study_design_scores_gemma":[0.000002274226,0.00008500066,0.9960937,0.00002771428,0.000008343091,0.003080961,0.0003383372,0.0001623988,0.00006386377,0.00001754908,0.0001143759,0.000005588076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984748,0.0007361721,0.00009662073,0.0001328136,0.00001733015,0.00001263177,0.0001329645,0.000008165193,0.0003885504],"genre_scores_gemma":[0.9994786,0.0002210919,0.00006866511,0.00002464882,0.00002050942,0.000003707083,0.0001511107,0.000001900872,0.00002967923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003359548,"threshold_uncertainty_score":0.006855309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885861623082943,"score_gpt":0.280233478560194,"score_spread":0.2513748623293646,"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."}}