{"id":"W3012097498","doi":"10.1186/s13005-020-00216-4","title":"Development, validation and application of a 3D printed model depicting adenoid hypertrophy in comparison to a Nasoendoscopy","year":2020,"lang":"en","type":"article","venue":"Head & Face Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Adenoid hypertrophy; Otorhinolaryngology; Medicine; Adenoid; Intraclass correlation; Head and neck surgery; Predictive value; Nuclear medicine; Radiology; Surgery; Internal medicine; Adenoidectomy; Tonsillectomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002472753,0.0001433147,0.0004652098,0.0002068047,0.00003863332,0.000004025173,0.00008284626,0.00005607777,0.00001735208],"category_scores_gemma":[0.000561645,0.0001241658,0.00001417721,0.0005715243,0.0000824723,0.0000530324,0.00008394084,0.0002579605,0.00001555683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174664,"about_ca_system_score_gemma":0.00005444542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009357014,"about_ca_topic_score_gemma":0.00003544284,"domain_scores_codex":[0.9984084,0.00004416204,0.0004975679,0.0003569768,0.0004563155,0.0002366294],"domain_scores_gemma":[0.9992456,0.00007121373,0.0001005164,0.0001730341,0.0001454883,0.0002641187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006451255,0.00009474668,0.1975898,0.0004277691,0.00003552429,0.000005582979,0.01192652,0.001011564,0.7301016,0.00006760839,0.00002721997,0.05806692],"study_design_scores_gemma":[0.007570443,0.001121217,0.1264162,0.0005291828,0.00008155288,0.00002075245,0.004050779,0.6508707,0.2076586,0.00001769529,0.001413957,0.000248891],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555766,0.0002119203,0.1373787,0.0055876,0.00001562467,0.0009566907,0.00000163577,0.00003770581,0.0002335058],"genre_scores_gemma":[0.9611711,0.000007270222,0.03826041,0.0003595508,0.00006552399,0.00007146265,0.00002925171,0.00002144737,0.00001398671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6498591,"threshold_uncertainty_score":0.5063336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06469936910649372,"score_gpt":0.367755393469884,"score_spread":0.3030560243633902,"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."}}