{"id":"W3022915124","doi":"10.1002/acm2.12862","title":"Dosimetric impact of tracheostomy devices in head and neck cancer patients","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University; University of Toronto; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dosimeter; Head and neck cancer; Nuclear medicine; Radiation therapy; Bolus (digestion); Radiation treatment planning; Dosimetry; Head and neck; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000574887,0.0001583165,0.0002484027,0.0004508207,0.0002325458,0.0004420516,0.000225481,0.0002461448,0.001301993],"category_scores_gemma":[0.002232662,0.0001389181,0.0005039792,0.0004308003,0.0003051179,0.0002046245,0.0004639465,0.0002540033,0.0001808423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007832272,"about_ca_system_score_gemma":0.0002929215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538513,"about_ca_topic_score_gemma":0.001820045,"domain_scores_codex":[0.9993296,0.0002393963,0.0000683848,0.00008806997,0.0002114283,0.00006318573],"domain_scores_gemma":[0.9988052,0.0004887386,0.000425573,0.00008897587,0.00009756379,0.00009407006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007035512,0.00005895775,0.9785469,0.00005540179,0.00008114449,0.0002191052,0.0001839092,0.001688043,0.004162258,0.00004098898,0.00009334536,0.01416639],"study_design_scores_gemma":[0.00001046639,0.00115686,0.9929457,0.00001011927,0.00009183989,0.001111829,0.0001864379,0.0008185807,0.003094397,0.00003516189,0.0005270849,0.00001159689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987925,0.0003429929,0.000249181,0.00002062548,0.000003050288,0.00000867504,0.00009804992,0.000006795376,0.0004780794],"genre_scores_gemma":[0.9995767,0.00006748583,0.0001605741,0.000008869741,0.000002139845,0.000005662193,0.00009611907,0.000003305639,0.00007916121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001538513,"threshold_uncertainty_score":0.005682707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468859587516364,"score_gpt":0.3918694631917149,"score_spread":0.3471808673165512,"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."}}