{"id":"W4315645694","doi":"10.7759/cureus.33645","title":"Evaluation of Record Keeping in Exodontia Department of Punjab Dental Hospital, Lahore: A Clinical Audit","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Medicine; Audit; Medical record; Complaint; Clinical audit; Family medicine; Medical emergency; Surgery; Accounting","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":[0.002069227,0.00008996896,0.0002376971,0.000107039,0.00002914195,0.00001514338,0.0001017985,0.00008067814,0.00009618898],"category_scores_gemma":[0.0005632304,0.00009627883,0.0001033417,0.0003313006,0.00005620119,0.0001586824,0.00003060517,0.0000801725,0.00003219969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188592,"about_ca_system_score_gemma":0.0000389034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002419193,"about_ca_topic_score_gemma":0.0005138703,"domain_scores_codex":[0.9981357,0.0002747174,0.0006481376,0.0002270501,0.0005401467,0.0001742676],"domain_scores_gemma":[0.9991364,0.0001955708,0.0002716467,0.0002036861,0.0001530389,0.00003958967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001768154,0.001296813,0.7415914,0.00006592226,0.00008505944,0.000005894495,0.00154902,0.0002334597,0.001770959,0.0001213743,0.02832611,0.2247772],"study_design_scores_gemma":[0.002147963,0.0009394459,0.9800106,0.000361927,0.0002665569,0.000001043774,0.0007946884,0.003659687,0.008623045,0.002209619,0.0008191196,0.0001663224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953564,0.0004211995,0.00001406478,0.0004573927,0.002841081,0.0004884877,0.0000106599,0.00003393531,0.000376737],"genre_scores_gemma":[0.9993069,0.00008379884,0.0003181822,0.00003249489,0.000110772,0.00004985894,0.00007337213,0.00001570241,0.000008918774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2384192,"threshold_uncertainty_score":0.3926136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0751208001208495,"score_gpt":0.4117600503020039,"score_spread":0.3366392501811544,"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."}}