{"id":"W2394566050","doi":"","title":"Training, practice, and referral patterns in rhinologic surgery: survey of otolaryngologists.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary General Hospital; University of Calgary","funders":"","keywords":"Otorhinolaryngology; Rhinology; Medicine; Subspecialty; Referral; General surgery; Surgery; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008828073,0.0001308775,0.0001443193,0.0008080201,0.0004987555,0.0003670681,0.0004122222,0.0003820884,0.001355395],"category_scores_gemma":[0.00324234,0.0002344922,0.0001645786,0.001562817,0.0003975804,0.0005154921,0.0005179208,0.0003192897,0.0004348819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148519,"about_ca_system_score_gemma":0.001946339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0988493,"about_ca_topic_score_gemma":0.1493113,"domain_scores_codex":[0.999149,0.0001602815,0.000142154,0.0000992253,0.0002842561,0.0001650622],"domain_scores_gemma":[0.9964284,0.0004270658,0.001704392,0.00006576216,0.0006470691,0.0007272918],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001038214,0.00002379164,0.9981432,0.00001640375,0.000004406907,0.00003245286,0.00042824,0.000007773541,0.00008815429,0.000003326782,0.000301349,0.0009405188],"study_design_scores_gemma":[0.000002380799,0.00003729262,0.9981603,0.00001009023,0.000002066798,0.0001077842,0.001363064,0.00003144296,0.00001588119,0.000001902552,0.0002662387,0.000001637817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982493,0.0002186588,0.00003244948,0.0001956718,0.000003548438,0.0000328141,0.0008004387,0.000003890787,0.0004632558],"genre_scores_gemma":[0.998596,0.0003199812,0.0001186219,0.0001440075,0.000005612055,0.00003794213,0.0005234479,0.000001899179,0.000252516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991172,"threshold_uncertainty_score":0.1965479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121505169262555,"score_gpt":0.3117313328960872,"score_spread":0.1902261636335323,"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."}}