{"id":"W108327416","doi":"","title":"Meta-analysis: prophylactic drainage and bleeding complications in thyroid surgery.","year":2008,"lang":"en","type":"review","venue":"PubMed","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Meta-analysis; Odds ratio; Surgery; MEDLINE; Adverse effect; Randomized controlled trial; Confidence interval; Journal club; Hematoma; General surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00099728,0.0006058445,0.006867,0.001950188,0.0001185473,0.00006432203,0.0001574701,0.0003226596,0.00002673412],"category_scores_gemma":[0.0003124458,0.0004435015,0.003524,0.002682246,0.0001409947,0.0001256916,0.00008184222,0.0006765354,0.00004053653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460983,"about_ca_system_score_gemma":0.0002474052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004047624,"about_ca_topic_score_gemma":0.00001631739,"domain_scores_codex":[0.9964335,0.0003423158,0.001286732,0.0008426792,0.0003985582,0.0006961947],"domain_scores_gemma":[0.9968192,0.001337026,0.0005781392,0.0008090985,0.00008172559,0.0003748299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004112998,0.0006384132,0.000634356,0.01243103,0.2353273,0.0008421071,0.0002344154,0.00000253058,5.557948e-7,0.0003711403,0.006220411,0.7432566],"study_design_scores_gemma":[0.0001472576,0.000008763796,0.004973086,0.0001027636,0.2927667,0.0004933572,0.00001279215,0.000003254233,2.632066e-7,0.00002008834,0.7010216,0.0004500229],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003425655,0.9907063,0.00001103807,0.0003149782,0.00008272094,0.002646871,0.00004985923,0.00008807154,0.006065857],"genre_scores_gemma":[0.004686612,0.9842355,0.00005059613,0.0001673754,0.0001484186,0.008399385,0.0002513617,0.00007324978,0.001987482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7428066,"threshold_uncertainty_score":0.9998017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.261089115491938,"score_gpt":0.331636514620153,"score_spread":0.07054739912821506,"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."}}