{"id":"W4407134146","doi":"10.1016/j.oooo.2024.11.007","title":"Management and prevalence of cone beam computed tomography (CBCT) findings generating external referrals","year":2025,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cone beam computed tomography; Computed tomography; Cone (formal languages); Radiology; Orthodontics","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":[0.0007340306,0.0002702644,0.0002404215,0.002377065,0.00092833,0.001254202,0.0006790167,0.0009109101,0.005114666],"category_scores_gemma":[0.007353741,0.0002177852,0.00037184,0.001904309,0.000608182,0.0009190864,0.0008121681,0.0006495577,0.0005911359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008837618,"about_ca_system_score_gemma":0.001146958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141041,"about_ca_topic_score_gemma":0.004482604,"domain_scores_codex":[0.9985165,0.0002362074,0.0002120368,0.000214993,0.0004386062,0.0003816845],"domain_scores_gemma":[0.9969288,0.0004908781,0.001481703,0.0001323507,0.0004691708,0.0004970807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000039354,0.00005406889,0.9916135,0.00001185658,0.000006720327,0.003250611,0.0001755104,0.00004430339,0.0003594194,0.0001130684,0.000509496,0.003822077],"study_design_scores_gemma":[0.00000463617,0.00009694614,0.955405,0.0001123752,0.00002688846,0.03884858,0.003127573,0.0004660116,0.0003061476,0.0002748082,0.001314267,0.0000167453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908987,0.001118637,0.0002360474,0.0007323585,0.00002689664,0.00003501916,0.000280205,0.00002290761,0.006649356],"genre_scores_gemma":[0.9985783,0.0004511746,0.0002361774,0.0001621458,0.00003323444,0.00001002392,0.0002151259,0.000008191381,0.0003057482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005114666,"threshold_uncertainty_score":0.01711029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743362673505725,"score_gpt":0.2975278231600428,"score_spread":0.2700941964249856,"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."}}