{"id":"W1546514828","doi":"10.1002/9781118655412.ch25","title":"Oral tongue reconstruction","year":2015,"lang":"en","type":"other","venue":"","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Tongue; Swallowing; Medicine; Surgery; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001462994,0.0001826094,0.0004386733,0.0002817871,0.00001020036,0.000007518837,0.00003920488,0.0003618791,0.01496313],"category_scores_gemma":[0.00003123729,0.0001453055,0.0001454015,0.0001070211,0.0001084459,0.00002581913,0.00001894731,0.0001901714,0.0003327969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005127627,"about_ca_system_score_gemma":0.0001584396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001791076,"about_ca_topic_score_gemma":0.00007025172,"domain_scores_codex":[0.9993079,0.00002994442,0.0001488719,0.0002499281,0.0001233717,0.0001400001],"domain_scores_gemma":[0.9994169,0.000004719919,0.00007982734,0.0003166147,0.00007439271,0.0001075672],"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":[0.00001133759,0.00001503885,0.0004132826,0.00004253767,0.0001421896,0.00001878603,0.000002876644,1.476579e-9,0.00022831,0.0001179664,0.8834708,0.1155368],"study_design_scores_gemma":[0.0002864851,0.00004374987,0.00003039392,0.0002747247,0.00009614441,0.001466873,0.00002504347,5.477507e-7,0.002554017,0.0001815955,0.9948762,0.0001642333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000132516,0.0007877859,0.0003331144,0.00003480526,0.000629877,0.0003509023,0.00001804653,0.0008310972,0.9968818],"genre_scores_gemma":[0.00006743168,0.000232759,0.01524671,0.000119092,0.0003531299,0.00001268972,0.0001202525,0.0002609935,0.983587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1153726,"threshold_uncertainty_score":0.9859374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158601379600476,"score_gpt":0.2839535893609938,"score_spread":0.262367575564989,"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."}}