{"id":"W2697509329","doi":"10.1177/2473974x17697057","title":"Free Flap Anastomosis Leak after Implantable Doppler Removal","year":2017,"lang":"en","type":"article","venue":"OTO Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Leak; Anastomosis; Medicine; Surgery; Doppler effect; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003649843,0.0001424084,0.0003688493,0.00005701259,0.0002420103,0.0002365249,0.0006090752,0.00009781456,0.001728606],"category_scores_gemma":[0.0001226021,0.0001176154,0.0001413552,0.00003502061,0.00009707224,0.0004452775,0.0006375412,0.0001507049,0.0001781807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003886151,"about_ca_system_score_gemma":0.00007266196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101564,"about_ca_topic_score_gemma":0.000259423,"domain_scores_codex":[0.9991079,0.00003026549,0.0001717189,0.0003091691,0.0001260753,0.0002548796],"domain_scores_gemma":[0.998239,0.00001860911,0.00009744035,0.001464092,0.00006757479,0.0001132164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001949844,0.0002532873,0.3681139,0.0001563538,0.0007069763,0.002170176,0.0002296547,1.046053e-7,0.09791774,0.001307341,0.4117118,0.1154828],"study_design_scores_gemma":[0.001380999,0.0001037882,0.1359269,0.0002813035,0.0001232647,0.003879254,0.00004678118,0.000002659128,0.2028922,0.0008257914,0.6542348,0.0003023254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7492393,0.0001484963,0.0001142497,0.000487073,0.0002387934,0.0009270093,0.00008039338,0.00006939292,0.2486953],"genre_scores_gemma":[0.9704848,0.0001037676,0.01033494,0.0005573556,0.0001899749,0.0001932283,0.00003750907,0.0000432811,0.01805517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425229,"threshold_uncertainty_score":0.999184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734761074636171,"score_gpt":0.3193836977025376,"score_spread":0.2920360869561759,"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."}}