{"id":"W2768196402","doi":"10.1177/0194599817742840","title":"Early Placement of Ventilation Tubes in Infants with Cleft Lip and Palate: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ventilation (architecture); Palatoplasty; Feeding tube; Surgery; Dentistry","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":[0.003954045,0.001016755,0.006756279,0.006200966,0.0004609002,0.001860499,0.001692272,0.00185777,0.003605543],"category_scores_gemma":[0.025298,0.0008919839,0.005448128,0.006316516,0.0007210809,0.001911975,0.001059638,0.001135665,0.0002172211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002159133,"about_ca_system_score_gemma":0.006199829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006148774,"about_ca_topic_score_gemma":0.01359162,"domain_scores_codex":[0.995059,0.001621255,0.00195054,0.000352421,0.0008696038,0.0001471342],"domain_scores_gemma":[0.9804206,0.01420555,0.003869594,0.0001795554,0.001116267,0.000208382],"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":[0.0002359557,0.000017482,0.0008698787,0.9645817,0.00383456,0.0001978102,0.0001529711,0.00006221905,0.00009020596,0.00006913772,0.0007101066,0.02917797],"study_design_scores_gemma":[0.0003280257,0.0003584423,0.006221757,0.9391046,0.04051011,0.001169238,0.0003447398,0.00007790321,0.0001762976,0.0001013459,0.01157294,0.00003468207],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001233911,0.9982188,0.00005176917,0.00006676099,0.00004953728,0.0001340955,0.0001241173,0.000004027074,0.0001169467],"genre_scores_gemma":[0.01611792,0.9827791,0.0003833173,0.0002073934,0.00005875037,0.0002707036,0.0001093053,0.000003106167,0.00007032766],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006756279,"threshold_uncertainty_score":0.02091122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03662996660304982,"score_gpt":0.3481518032015047,"score_spread":0.3115218365984549,"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."}}