{"id":"W6926689373","doi":"10.25417/uic.15261990.v1","title":"Measuring Differences of Interpretation among Dentists on Antibiotic Prophylaxis Guidelines","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concordance; Confidence interval; Medical prescription; Antibiotic prophylaxis; Evidence-based dentistry; Dental Prophylaxis; MEDLINE; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00007791204,0.00005271098,0.00007987201,0.00003667091,0.0001430256,0.0001218228,0.0001637442,0.00004744237,0.01316974],"category_scores_gemma":[0.002375285,0.00004690224,0.00004212757,0.0002763496,0.00002729345,0.0005431481,0.00002670352,0.00004647021,0.0001316957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001335393,"about_ca_system_score_gemma":0.0002222096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005031211,"about_ca_topic_score_gemma":0.0004413867,"domain_scores_codex":[0.9991425,0.00007973069,0.0001636145,0.0001562353,0.0003442065,0.0001136917],"domain_scores_gemma":[0.9994686,0.0000711332,0.00009758915,0.00009204463,0.0002216316,0.00004905667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007724519,0.0007718734,0.3999941,0.001225464,0.0001349279,0.0002699485,0.0482595,0.0002506457,0.01272761,0.006890388,0.1997089,0.3296894],"study_design_scores_gemma":[0.000190578,0.0002628536,0.896834,0.005428651,0.00001112413,0.000001807407,0.005319827,0.0006414992,0.08428071,0.000698209,0.005968465,0.0003622453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731903,0.0001303348,0.000004709339,0.0004287817,0.000239308,0.0001762791,0.003732721,0.00005647558,0.02204108],"genre_scores_gemma":[0.9978307,0.000004811271,0.00008807022,0.00005878915,0.00009746124,0.000004202178,0.001186176,0.000002894676,0.000726893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4968399,"threshold_uncertainty_score":0.9877324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592661613538902,"score_gpt":0.3393311997261738,"score_spread":0.1800650383722837,"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."}}