{"id":"W3156753595","doi":"10.15331/jdsm.7192","title":"Some Challenges and Potential Issues Regarding Cone Beam Computed Tomography of the Upper Airway","year":2021,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cone beam computed tomography; Computed tomography; Airway; Cone (formal languages); Medicine; Radiology; Computer science; Surgery; Algorithm","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":[0.02404574,0.0006468607,0.0007285269,0.002124405,0.0009829936,0.004238604,0.002814605,0.004913799,0.005934835],"category_scores_gemma":[0.04518669,0.0006009724,0.0009675865,0.001219658,0.004374912,0.005938983,0.001662561,0.00589927,0.002677763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009866529,"about_ca_system_score_gemma":0.002476437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451141,"about_ca_topic_score_gemma":0.007077602,"domain_scores_codex":[0.9902039,0.004299338,0.001117315,0.0007876592,0.003358452,0.0002334813],"domain_scores_gemma":[0.9358161,0.04745854,0.001931678,0.002518297,0.01115308,0.001122334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002914672,0.0001481549,0.0118985,0.004628954,0.0001241645,0.005115197,0.002468614,0.002454079,0.008062352,0.0258558,0.07110882,0.8678438],"study_design_scores_gemma":[0.0000756591,0.0006741444,0.0175264,0.008588807,0.0002691005,0.07964426,0.01014933,0.01066185,0.009578583,0.09765142,0.7646194,0.0005610602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0178552,0.3534611,0.1137912,0.4735675,0.01426939,0.0002222093,0.0003788407,0.0008838527,0.02557082],"genre_scores_gemma":[0.205758,0.2989116,0.3760612,0.07191344,0.03379055,0.0007285482,0.0004958573,0.0009984281,0.01134244],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02404574,"threshold_uncertainty_score":0.1271675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739258920468051,"score_gpt":0.2828650678676177,"score_spread":0.2654724786629372,"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."}}