{"id":"W2890167575","doi":"10.4193/rhin18.039","title":"Sinonasal inverted papilloma recurrence rates and evaluation of current staging systems","year":2018,"lang":"en","type":"article","venue":"Rhinology Journal","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Staging system; Surgery; Statistical significance; Smoking history; Demographics; Inverted papilloma; Papilloma; Internal medicine; Demography; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00481104,0.0002541348,0.0003552533,0.003422779,0.0003535205,0.0009391073,0.0006133783,0.0002306155,0.00123639],"category_scores_gemma":[0.01192027,0.0001423505,0.0006142972,0.002030486,0.0004828451,0.0009108338,0.0007026243,0.0003075102,0.0001908639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006018732,"about_ca_system_score_gemma":0.0004759614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00246658,"about_ca_topic_score_gemma":0.005052629,"domain_scores_codex":[0.9980076,0.0005108489,0.000414718,0.0001882756,0.0006813186,0.0001971588],"domain_scores_gemma":[0.9880216,0.003536257,0.00497822,0.0004157719,0.00261467,0.0004334091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000410136,0.000005722005,0.996464,0.00001699436,0.00001717852,0.00003274086,0.00005886817,0.00002491606,0.00005038432,0.0000144438,0.00005068882,0.003223028],"study_design_scores_gemma":[0.000006371141,0.0001578131,0.99718,0.00005006962,0.00007393519,0.0008056078,0.0005006559,0.0005242007,0.0002240432,0.00003799739,0.0004324085,0.000006840981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951592,0.002537796,0.0003543062,0.00009129306,0.00002555702,0.00003012467,0.0003300456,0.00001361396,0.001458063],"genre_scores_gemma":[0.9984634,0.0005539754,0.0004626449,0.00001139538,0.00002360794,0.00001645154,0.0003876779,0.000004232517,0.00007663036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00481104,"threshold_uncertainty_score":0.02544349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088980572868304,"score_gpt":0.407698866825186,"score_spread":0.2988008095383556,"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."}}