{"id":"W2038101278","doi":"10.1097/01.mlg.0000251585.31778.c9","title":"Meta‐Analysis Comparison of Open Versus Percutaneous Tracheostomy","year":2007,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":331,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Percutaneous; Meta-analysis; Complication; Surgery; Confidence interval; Odds ratio; Randomized controlled trial; Subgroup analysis; Prospective cohort study; Stenosis; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001008866,0.0005149243,0.006653448,0.0002976905,0.0001122255,0.0000503207,0.002018853,0.0003215075,0.001723069],"category_scores_gemma":[0.00005412146,0.0002751607,0.002287645,0.001564164,0.000202311,0.00008316899,0.0006050898,0.0008068117,0.0001562966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004990638,"about_ca_system_score_gemma":0.000314427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007229283,"about_ca_topic_score_gemma":0.000398094,"domain_scores_codex":[0.9971741,0.000285123,0.001052701,0.0005931783,0.000498359,0.0003965479],"domain_scores_gemma":[0.9965805,0.0007963976,0.0005702229,0.001810471,0.00008043867,0.0001619386],"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":[0.000278528,0.0005162087,0.000008838433,0.006905923,0.2896599,0.00005853821,0.0002338038,0.00000479303,3.621131e-7,0.0000985717,0.0009412355,0.7012933],"study_design_scores_gemma":[0.0002296474,0.0001725985,0.000003390272,0.0002577057,0.450886,0.00003842663,0.00007968624,0.0000202442,6.202155e-7,0.000003406323,0.5481557,0.0001525049],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001808999,0.981883,0.00003858222,0.000310546,0.0001237949,0.001660251,0.0001564469,0.00004599584,0.01576328],"genre_scores_gemma":[0.000481905,0.9957688,0.0006158274,0.000114365,0.00009821622,0.00003926359,0.0006864712,0.0000696315,0.002125534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7011408,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3870457619532411,"score_gpt":0.4883675750580685,"score_spread":0.1013218131048274,"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."}}