{"id":"W3186876821","doi":"10.1159/000516576","title":"Intraoral Hirudotherapy for Venous Congestion following Free Flap Head and Neck Reconstruction: Novel Intraoral Technique","year":2021,"lang":"en","type":"article","venue":"ORL","topic":"Leech Biology and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Leech; Medicine; Venous congestion; Airway; Tracheotomy; Head and neck; Surgery; Oral cavity; Free flap; Dentistry; Computer science","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":[0.0001023244,0.00008639932,0.0001777617,0.00003261656,0.0001166418,0.00001236385,0.00004091355,0.0001508064,0.00003840306],"category_scores_gemma":[0.0000767222,0.000081042,0.0000584656,0.0001042387,0.00007159387,0.00005092563,0.00001652243,0.0001397766,0.000003709073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003599653,"about_ca_system_score_gemma":0.00009570895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438265,"about_ca_topic_score_gemma":0.00004500025,"domain_scores_codex":[0.9994506,0.00001254779,0.0001392024,0.0002122867,0.00004190434,0.0001434142],"domain_scores_gemma":[0.999581,0.00004601281,0.00003589569,0.000209518,0.00006628175,0.00006129757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003366617,0.0005427235,0.02661228,0.0001032779,0.0002510078,0.00003724479,0.000229754,0.000001202985,0.718927,0.01669879,0.002469091,0.2337909],"study_design_scores_gemma":[0.0190075,0.002735054,0.09345447,0.0008381714,0.0004708078,0.006004579,0.0004334338,0.0004118989,0.5877929,0.03339309,0.2544829,0.0009751971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652696,0.0004963962,0.02332278,0.008889779,0.0003006934,0.0007049867,0.00003524459,0.0001141231,0.0008663922],"genre_scores_gemma":[0.8972012,0.0001074129,0.1004322,0.000898526,0.0004147599,0.0003431537,0.0001026795,0.00002021557,0.0004798699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2520138,"threshold_uncertainty_score":0.3304797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239185382966416,"score_gpt":0.3010250748569979,"score_spread":0.2786332210273337,"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."}}