{"id":"W2288673418","doi":"10.1186/s40463-016-0124-8","title":"Submental island flap reconstruction reduces cost in oral cancer reconstruction compared to radial forearm free flap reconstruction: A case series and cost analysis","year":2016,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Surgery; Forearm; Glossectomy; Cancer; Retrospective cohort study; Free flap; Tongue; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001083904,0.0003329992,0.001538737,0.001655045,0.0002043637,0.00005070918,0.0000735316,0.000306752,0.0002910086],"category_scores_gemma":[0.0002733181,0.0002543475,0.0004011524,0.000695625,0.0006667495,0.0009108388,0.00005638791,0.0004079223,0.000001574783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513191,"about_ca_system_score_gemma":0.0002865056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003770823,"about_ca_topic_score_gemma":0.003713968,"domain_scores_codex":[0.9973688,0.0003269196,0.001199708,0.0004748159,0.0001854599,0.0004443189],"domain_scores_gemma":[0.998112,0.0003475503,0.000597422,0.000257271,0.0003033829,0.0003823396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002052954,0.00005603875,0.7939531,0.00004630154,0.0009289322,0.001233974,0.0001158942,9.101797e-7,0.01065216,0.000008609757,0.0004723601,0.1904787],"study_design_scores_gemma":[0.00317379,0.0003595698,0.5815868,0.001079896,0.0009038391,0.3903806,0.0003966276,0.00002076112,0.0204483,0.0002634853,0.00100482,0.0003815736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950618,0.001340033,0.0001791264,0.001192952,0.00142155,0.0005833275,0.00008395985,0.00003340684,0.0001038067],"genre_scores_gemma":[0.9940495,0.002907944,0.002391424,0.0001189499,0.0003712202,0.00005805107,0.0000101156,0.00002544001,0.00006734714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3891466,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308611904059648,"score_gpt":0.2845157227922488,"score_spread":0.2614296037516524,"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."}}