{"id":"W2537053658","doi":"10.1111/coa.12781","title":"‘Thinking that somebody's going to delay [a tonsillectomy] for one to two years is quite horrifying really’: a qualitative feasibility study for the NAtional Trial of Tonsillectomy IN Adults (NATTINA Part 2)","year":2016,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Tonsillectomy; Randomized controlled trial; Qualitative research; General surgery; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01094545,0.0002629943,0.001142791,0.0004122882,0.0001528739,0.00002169215,0.0005127617,0.0002471254,0.00008640569],"category_scores_gemma":[0.02975487,0.0001808621,0.0004160936,0.0006019768,0.0003063735,0.0001181589,0.0003757741,0.0004761449,0.00002866711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811225,"about_ca_system_score_gemma":0.0003631935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010538,"about_ca_topic_score_gemma":0.0009506028,"domain_scores_codex":[0.9944878,0.001329356,0.001519088,0.001063908,0.0008763857,0.0007234992],"domain_scores_gemma":[0.9733069,0.02445873,0.0003229014,0.0005808399,0.00102773,0.0003028845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3500089,0.005285441,0.5550731,0.0002756582,0.001519916,0.00003911895,0.04055821,0.000007979125,0.001682503,0.001754086,0.002419883,0.04137515],"study_design_scores_gemma":[0.2553588,0.03111055,0.697383,0.0007633295,0.0003400427,0.00001945028,0.006012675,0.0003773549,0.001285198,0.004817344,0.001901269,0.0006309041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728456,0.00004094445,0.006076369,0.0071385,0.0005360367,0.01301358,0.0001353255,0.0000360463,0.0001776421],"genre_scores_gemma":[0.987047,0.000008768967,0.008884843,0.001432916,0.0005154042,0.001914863,0.00001036714,0.00004935447,0.0001365197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423099,"threshold_uncertainty_score":0.9784179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2263106106695857,"score_gpt":0.5119528935583606,"score_spread":0.2856422828887749,"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."}}