{"id":"W4253181848","doi":"10.1053/joms.2003.50101","title":"Discussion","year":2003,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.000431343,0.0000889938,0.0002357834,0.0001694606,0.00008688415,0.00006324262,0.00004606423,0.00004020172,0.0002185386],"category_scores_gemma":[0.0001288882,0.00005191209,0.0002463943,0.0001735993,0.00005519307,0.000387913,0.00001308295,0.0001319107,0.00001491703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001047543,"about_ca_system_score_gemma":0.0000254612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116214,"about_ca_topic_score_gemma":0.000001227102,"domain_scores_codex":[0.9991913,0.00003981412,0.0003237099,0.0000770056,0.0002114037,0.0001567005],"domain_scores_gemma":[0.9995739,0.00001437167,0.0001830071,0.00005423035,0.00004734923,0.0001271152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001083019,0.0001118125,0.6272824,0.0000215045,0.00006736981,0.0008793584,0.00006845709,0.000001006629,0.002905252,0.001141619,0.003690017,0.3637229],"study_design_scores_gemma":[0.0003488491,0.00003724483,0.2210803,0.00004368706,0.00004113086,0.002471156,0.0001819134,0.000001943906,0.001738887,0.002276077,0.7716168,0.000161951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939278,0.0009289364,0.0002402073,0.0001587334,0.002366774,0.00002524694,0.000003352354,0.000009483552,0.002339499],"genre_scores_gemma":[0.998735,0.0002823015,0.0002177807,0.0001218848,0.0000346965,3.382688e-7,6.91832e-7,0.00000823569,0.0005990439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7679268,"threshold_uncertainty_score":0.2392845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994228230518708,"score_gpt":0.258850738943571,"score_spread":0.2389084566383839,"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."}}