{"id":"W3090275049","doi":"10.1002/hed.26482","title":"Outpatient vs inpatient parotidectomy: Systematic review and m<scp>eta‐analysis</scp>","year":2020,"lang":"en","type":"review","venue":"Head & Neck","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Seroma; Hematoma; Outpatient surgery; Cochrane Library; Surgery; Meta-analysis; Systematic review; Fistula; Parotidectomy; General surgery; MEDLINE; Complication; Ambulatory; Internal medicine; Facial nerve","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01307594,0.001829135,0.0124398,0.009941543,0.0006050259,0.003226481,0.001770904,0.001796413,0.007713036],"category_scores_gemma":[0.03519353,0.0009994236,0.01561295,0.009981209,0.000611843,0.002083863,0.00157528,0.001145355,0.0005034165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003191961,"about_ca_system_score_gemma":0.007624802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00549521,"about_ca_topic_score_gemma":0.02183605,"domain_scores_codex":[0.9888163,0.004579079,0.00401445,0.0006882398,0.001579016,0.0003227786],"domain_scores_gemma":[0.9768581,0.01655392,0.004163289,0.0005454959,0.001643604,0.0002355545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003687478,0.00001562031,0.001235052,0.9142603,0.06850685,0.00009889403,0.00007951757,0.00009125719,0.0001717586,0.000184794,0.001022067,0.01396521],"study_design_scores_gemma":[0.001079135,0.0004145569,0.006545112,0.4577071,0.5203294,0.0003395694,0.0001965902,0.0002427692,0.0002652611,0.0005617274,0.01227337,0.00004552723],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002779112,0.9926582,0.000562268,0.0003565606,0.0002512449,0.001715485,0.001087925,0.00002845936,0.000560648],"genre_scores_gemma":[0.06243026,0.9229883,0.003495729,0.00181554,0.0003638704,0.007090313,0.001167567,0.00002808744,0.0006202369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01307594,"threshold_uncertainty_score":0.06915295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398383898900286,"score_gpt":0.3367218153670322,"score_spread":0.2927379763780293,"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."}}