{"id":"W3201509284","doi":"10.1097/gox.0000000000003816","title":"Head and Neck Reconstruction with Venous Flap: A Case Report","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Surgery; Perfusion; Head and neck; Shunt (medical); Forehead; Free flap; Basal cell carcinoma; Venous return curve; Basal cell; Radiology; Hemodynamics; Cardiology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005986324,0.0004810687,0.001372315,0.0001805503,0.0003241756,0.0002367734,0.0001096946,0.0002422479,0.0003828962],"category_scores_gemma":[0.001280552,0.0004310802,0.0002741745,0.0008066517,0.0007157324,0.0007077926,0.0002531491,0.0003816149,0.00002044458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182658,"about_ca_system_score_gemma":0.001547323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004788517,"about_ca_topic_score_gemma":0.0004090109,"domain_scores_codex":[0.9968646,0.0002349713,0.0008276198,0.00118635,0.000296242,0.0005901981],"domain_scores_gemma":[0.9969913,0.0007252237,0.0004192282,0.0006727043,0.0007463131,0.0004451885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001043264,0.000248426,0.5327499,0.0001397626,0.0009875154,0.222322,0.00004343072,0.000001255476,0.0004578121,0.0006104163,0.0003738569,0.2410224],"study_design_scores_gemma":[0.001153303,0.0002281624,0.04816633,0.0009278242,0.0003577574,0.9396364,0.0007118715,0.0000161792,0.005336103,0.001314261,0.001646595,0.0005052043],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826534,0.0005833656,0.001417072,0.0001238049,0.001129413,0.0008113901,0.000132951,0.0001649213,0.01298365],"genre_scores_gemma":[0.9636141,0.000175576,0.03538549,0.000164767,0.0001597254,0.0001117916,0.0001182294,0.00005302783,0.0002172658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7173144,"threshold_uncertainty_score":0.9998141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205190408311713,"score_gpt":0.2835636307451714,"score_spread":0.2630445899140001,"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."}}