{"id":"W2613657008","doi":"10.1017/s0022215117001049","title":"Use of acellular dermal matrices in laryngotracheal and pharyngeal reconstruction: systematic review","year":2017,"lang":"en","type":"review","venue":"The Journal of Laryngology & Otology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Acellular Dermis; Surgery; Head and neck; Implant","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":[],"consensus_categories":[],"category_scores_codex":[0.001935154,0.0004111592,0.006353324,0.0004509237,0.00008993328,0.00001005454,0.0004999746,0.000561207,0.00007377633],"category_scores_gemma":[0.0006373712,0.0002319856,0.0006039134,0.0001968031,0.0007115332,0.0001949709,0.0001074846,0.001422849,0.000008748686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005006933,"about_ca_system_score_gemma":0.0004290016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004661757,"about_ca_topic_score_gemma":0.00003828084,"domain_scores_codex":[0.9950666,0.00162685,0.002502489,0.0002254699,0.0002206741,0.0003578954],"domain_scores_gemma":[0.9942314,0.001013908,0.003841802,0.0005982674,0.0001746663,0.0001399493],"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":[0.0001210856,0.0001427064,0.0004887039,0.8905549,0.0008903346,0.000608952,0.0001044092,2.473081e-7,0.000002826516,0.00005850343,0.0002209193,0.1068064],"study_design_scores_gemma":[0.00155421,0.001315166,0.0006685771,0.6451561,0.03368821,0.2162365,0.0000913072,0.000009324082,0.000002857715,0.00007367331,0.1008072,0.0003967665],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003424829,0.9935848,0.000006489921,0.00101772,0.0002978007,0.00154876,0.00001350916,0.000007730577,0.00009843798],"genre_scores_gemma":[0.0005458018,0.9986906,0.0001806683,0.0002890075,0.0001228933,0.00002459878,0.00001003274,0.00003315897,0.0001032534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2453988,"threshold_uncertainty_score":0.9460098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113269007033977,"score_gpt":0.3699467055170655,"score_spread":0.2566776984830884,"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."}}