{"id":"W2921594547","doi":"10.2196/13008","title":"Completeness of Electronic Dental Records in a Student Clinic: Retrospective Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteitis; Medicine; Population; Dentistry; Documentation; Dental alveolus; Surgery; Osteomyelitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007699764,0.0001554263,0.0006137892,0.0005457478,0.00002629381,0.00003663149,0.0004783986,0.0001435755,0.002512608],"category_scores_gemma":[0.00005612458,0.0001388596,0.0003499801,0.001706172,0.0001248198,0.0003317852,0.0001565927,0.0005575493,0.0003766973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171914,"about_ca_system_score_gemma":0.00008755326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008550913,"about_ca_topic_score_gemma":0.000540253,"domain_scores_codex":[0.9970632,0.00006487308,0.0011613,0.0001380812,0.001174039,0.0003985715],"domain_scores_gemma":[0.9989742,0.000114138,0.0003570698,0.0003496726,0.0000646878,0.0001402016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003639506,0.0002491715,0.9956731,0.00008351826,0.000403237,0.00001651481,0.001693879,0.000007350701,0.000009700364,0.0004639406,0.0002957923,0.001067372],"study_design_scores_gemma":[0.001600224,0.000180513,0.9803553,0.0001014343,0.0001282827,0.00003451692,0.007794055,0.00879072,0.00005065718,0.0001344283,0.0006391349,0.0001907836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888229,0.00004962364,0.0004034907,0.0000139641,0.0003565461,0.0003208999,0.00001923369,0.00003242572,0.009980937],"genre_scores_gemma":[0.9991965,0.00003936628,0.0001438333,0.0002638409,0.00003132285,0.00002178511,0.00004762525,0.000009612742,0.0002461651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531788,"threshold_uncertainty_score":0.9983993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009894355819602789,"score_gpt":0.3275718605958096,"score_spread":0.3176775047762068,"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."}}