{"id":"W4406639647","doi":"10.1016/b978-1-4557-4696-5.00048-8","title":"10.1016/b978-1-4557-4696-5.00048-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006512831,0.002072979,0.001248499,0.001485913,0.001125308,0.003981517,0.002333069,0.003346701,0.9782808],"category_scores_gemma":[0.001162552,0.0007032962,0.0008420536,0.001631933,0.0009009363,0.003823866,0.002968546,0.00208991,0.9883257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007089691,"about_ca_system_score_gemma":0.0006873463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384456,"about_ca_topic_score_gemma":0.002574238,"domain_scores_codex":[0.9996705,0.00001716237,0.00001835223,0.0001177709,0.0001146288,0.0000616188],"domain_scores_gemma":[0.998787,0.0003618248,0.0000794584,0.0001399002,0.0002231673,0.0004087561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001303312,0.0001098974,0.0002893325,0.0004085712,0.00001449457,0.0001098002,0.00006694158,0.0002652489,0.002090478,0.00523147,0.4064622,0.5848212],"study_design_scores_gemma":[0.00001451676,0.00003759786,0.0003852885,0.0002369717,0.000005579023,0.0001734298,0.00005285689,0.00007919797,0.0002302834,0.0008341258,0.9979401,0.00001002574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001761795,0.0006553487,0.0006856661,0.0002926069,0.0002242193,0.00003955622,0.0005826386,0.0007033371,0.9966404],"genre_scores_gemma":[0.0003418718,0.0003054452,0.0002938964,0.0001112159,0.00003607555,0.00002351816,0.0003224603,0.0001537699,0.9984118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02171922,"threshold_uncertainty_score":0.03097975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139395304421561,"score_gpt":0.219853325992016,"score_spread":0.2059137955498599,"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."}}