{"id":"W4293237142","doi":"10.1002/cre2.70381","title":"Predictors of Root Resorption in Lateral Incisors Adjacent to Maxillary Impacted Canines in CBCT Images: A Retrospective Study","year":2022,"lang":"en","type":"preprint","venue":"Clinical and Experimental Dental Research","topic":"dental development and anomalies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Root resorption; Medicine; Dentistry; Sagittal plane; Cone beam computed tomography; Maxillary central incisor; Resorption; Orthodontics; Incisor; Computed tomography; Anatomy; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001544399,0.0002806964,0.0005150962,0.0003825324,0.00008261544,0.00005728588,0.0004183118,0.0002556817,0.0001056324],"category_scores_gemma":[0.0002299304,0.000270479,0.0001315956,0.0003393053,0.0003078601,0.00001137089,0.004374899,0.0008367185,0.000005468738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209202,"about_ca_system_score_gemma":0.0001504197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452263,"about_ca_topic_score_gemma":0.001433229,"domain_scores_codex":[0.9964263,0.0006637714,0.0008562123,0.0009392097,0.0006659659,0.0004485798],"domain_scores_gemma":[0.9992431,0.00003534151,0.00010426,0.0003378571,0.00007146643,0.0002079743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001435053,0.001729274,0.9524296,0.00003436169,0.0000675515,0.0001192264,0.0009439014,0.00001437592,0.0427318,0.000002667845,0.0002995953,0.0001925961],"study_design_scores_gemma":[0.001666437,0.002658281,0.9640963,0.0001018641,0.000004871654,0.000005930959,0.006644551,0.000009480197,0.02438431,0.00003523719,0.0001340594,0.0002586819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996545,0.001054467,2.009376e-7,0.00003741423,0.0004562645,0.001354625,0.0001228393,0.000008573655,0.0004206755],"genre_scores_gemma":[0.9982989,0.0002643578,0.00002781581,0.00002764754,0.0001062847,0.0003008991,0.0003178101,0.0000329142,0.0006233951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01834748,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05688916712927266,"score_gpt":0.4306517298795822,"score_spread":0.3737625627503096,"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."}}