{"id":"W4300607987","doi":"","title":"Abstracts of the Annual Meeting of the American Academy of Otolaryngology-Head and Neck Surgery Foundation. September 29-October 2, 2013. Vancouver, British Columbia, Canada.","year":2013,"lang":"en","type":"other","venue":"PubMed","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Foundation (evidence); Otorhinolaryngology; Head and neck surgery; Head and neck; General surgery; Library science; Surgery; History; Archaeology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006804921,0.001151737,0.001488467,0.004085731,0.001622381,0.00272419,0.001193721,0.0009011131,0.5586473],"category_scores_gemma":[0.002352514,0.0004864673,0.0006988019,0.003519744,0.0003744869,0.001159103,0.001239469,0.001194905,0.3662189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423207,"about_ca_system_score_gemma":0.005298031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08329762,"about_ca_topic_score_gemma":0.2888752,"domain_scores_codex":[0.9995376,0.00003551806,0.00005432784,0.00003937517,0.0002534667,0.00007975378],"domain_scores_gemma":[0.9975405,0.0001914077,0.0001336524,0.00005329162,0.001441426,0.0006398176],"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":[0.00003291404,0.000009031419,0.00008285171,0.0001670713,0.000004036054,0.00001718604,0.000005718866,0.00001526841,0.00005409675,0.00004617443,0.9845888,0.01497679],"study_design_scores_gemma":[0.00004374113,0.00001601249,0.003372045,0.0005998064,0.00001610215,0.00008043775,0.00006547012,0.00002767601,0.00008705619,0.000169645,0.995509,0.00001302626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001841213,0.08200581,0.0009182105,0.01499891,0.05282266,0.0008056602,0.1486961,0.001295885,0.6966155],"genre_scores_gemma":[0.002626981,0.04143664,0.0004170189,0.001682987,0.00540091,0.0002125817,0.04033842,0.0003334039,0.907551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9167024,"threshold_uncertainty_score":0.629536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378899755963804,"score_gpt":0.2399642356055094,"score_spread":0.2261752380458713,"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."}}