{"id":"W3193475851","doi":"10.1017/s0022215121001973","title":"Haemostatic devices in parotid surgery: a systematic review","year":2021,"lang":"en","type":"review","venue":"The Journal of Laryngology & Otology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Surgery; Harmonic scalpel; Paresis; Blood loss; Parotidectomy; Facial nerve; Dissection (medical)","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":[0.002555137,0.00118577,0.005132582,0.005507785,0.0004692164,0.001655993,0.001276571,0.001370423,0.004008395],"category_scores_gemma":[0.0106776,0.0006603678,0.005565764,0.006564315,0.0005256602,0.001124228,0.0007590225,0.0007402241,0.0002721811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537498,"about_ca_system_score_gemma":0.004622804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004717888,"about_ca_topic_score_gemma":0.01276583,"domain_scores_codex":[0.9978061,0.0006403543,0.0007851953,0.000173685,0.0005105656,0.00008417349],"domain_scores_gemma":[0.9917819,0.005868947,0.001523538,0.00008554766,0.0006419055,0.00009820105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002675298,0.00002703811,0.0006837253,0.93626,0.007298981,0.0001246585,0.00009353281,0.00009355601,0.0001654956,0.0001307589,0.001385005,0.05346971],"study_design_scores_gemma":[0.00044776,0.000565799,0.006731806,0.8367872,0.1175971,0.001189545,0.0003107701,0.0001491692,0.0003771513,0.0003230287,0.0354728,0.00004785717],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006159086,0.9989699,0.00004138603,0.00005769739,0.00003851768,0.00006056879,0.0000746064,0.000002716489,0.0001387116],"genre_scores_gemma":[0.006463818,0.9929798,0.0001848307,0.00011541,0.0000377278,0.00008686963,0.00006612109,0.000001612477,0.00006375611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005507785,"threshold_uncertainty_score":0.01351297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06219043742424228,"score_gpt":0.3647146352180835,"score_spread":0.3025241977938412,"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."}}