{"id":"W4388904652","doi":"10.1002/hed.27571","title":"Hybrid primary puncture in stapler‐assisted total laryngectomy","year":2023,"lang":"en","type":"article","venue":"Head & Neck","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Laryngectomy; Voice prosthesis; Medicine; Prosthesis; Surgery; Tracheoesophageal fistula; Fistula; Larynx","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":[0.0004997379,0.0004664844,0.0003892697,0.000523908,0.00059471,0.0009227809,0.0004565506,0.0007324576,0.003862193],"category_scores_gemma":[0.0009746199,0.0002519928,0.0007097604,0.0002800144,0.0005652636,0.001021223,0.000917012,0.001227788,0.001262599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497811,"about_ca_system_score_gemma":0.0003536206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004102939,"about_ca_topic_score_gemma":0.001062893,"domain_scores_codex":[0.9994862,0.0000835156,0.0000580808,0.0001304611,0.0001356944,0.0001060097],"domain_scores_gemma":[0.9994454,0.0002082609,0.00007624013,0.0001010343,0.00003390251,0.00013508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002946675,0.0005053906,0.03156595,0.002120689,0.0004903395,0.09569146,0.001359109,0.002149769,0.2238992,0.003254142,0.009246307,0.626771],"study_design_scores_gemma":[0.0002718994,0.003705556,0.06185265,0.0002507738,0.0002840536,0.837231,0.0003315945,0.006547108,0.04936234,0.002010155,0.03800153,0.0001512977],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7754443,0.01681191,0.1722256,0.0007605272,0.001147792,0.000262444,0.0005400821,0.00282043,0.02998685],"genre_scores_gemma":[0.9548625,0.001874557,0.03889415,0.0004234245,0.0003493468,0.00007289345,0.0003219429,0.0001529867,0.003048377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003862193,"threshold_uncertainty_score":0.01292038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129872790062863,"score_gpt":0.2769105174919087,"score_spread":0.2556117895912801,"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."}}