{"id":"W1973591940","doi":"10.1016/j.joen.2014.03.002","title":"Comparison of Endodontic Diagnosis and Treatment Planning Decisions Using Cone-beam Volumetric Tomography Versus Periapical Radiography","year":2014,"lang":"en","type":"article","venue":"Journal of Endodontics","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":150,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Celiac Association","funders":"","keywords":"Medicine; Radiography; Radiation treatment planning; Cone beam computed tomography; Endodontist; Dentistry; Radiology; Computed tomography; Endodontics","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":[0.0003949032,0.0003503749,0.00120543,0.001224903,0.0002004853,0.0001130415,0.0002763339,0.0001721673,0.00002972469],"category_scores_gemma":[0.0007562475,0.0002800507,0.0007015503,0.0008298046,0.0001839183,0.000187421,0.00007298101,0.0002887333,0.000002791736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321313,"about_ca_system_score_gemma":0.00006141173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007094499,"about_ca_topic_score_gemma":0.00004667338,"domain_scores_codex":[0.9971986,0.0001818707,0.001250645,0.000271642,0.0006871353,0.0004100551],"domain_scores_gemma":[0.9958317,0.002003603,0.001109871,0.000347756,0.0003400641,0.0003670135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005636141,0.0009136209,0.9835488,0.00002739677,0.001216214,0.000167665,0.0002521534,0.000630589,0.001032907,0.0002300902,0.0005406693,0.01087629],"study_design_scores_gemma":[0.04320436,0.01674009,0.8573837,0.0014616,0.007768309,0.001143677,0.00160095,0.01264631,0.0245374,0.0003491878,0.03177223,0.001392158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985049,0.006890932,0.005666415,0.00002272478,0.001839814,0.0001856137,0.00002787861,0.0000152815,0.000302321],"genre_scores_gemma":[0.9859765,0.0007798013,0.01286182,0.00001090231,0.0002889839,0.000004713849,0.000005466321,0.00004151082,0.00003029325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261651,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110924994205826,"score_gpt":0.3766354861907004,"score_spread":0.2657104919848744,"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."}}