{"id":"W6963633108","doi":"10.25384/sage.11871636","title":"Supplemental_material - An International Survey of Quality and Safety Programs in Radiology","year":2020,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Patient safety; Association (psychology); MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001568863,0.0005473146,0.0005367443,0.008151305,0.0006431999,0.001040735,0.001157454,0.0005028188,0.3340841],"category_scores_gemma":[0.01570818,0.0002904124,0.0004764979,0.0131376,0.0001651879,0.001265559,0.00112726,0.0007951224,0.05760303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133649,"about_ca_system_score_gemma":0.002061403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427381,"about_ca_topic_score_gemma":0.01690739,"domain_scores_codex":[0.9982916,0.0002607789,0.0003199459,0.0001448093,0.000811844,0.0001710866],"domain_scores_gemma":[0.9742482,0.00862966,0.003677857,0.001087418,0.01060391,0.001752957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003764399,0.0001597835,0.01517622,0.0004177471,0.00001467178,0.0000233824,0.00009510274,0.00006930964,0.00006330178,0.0005294963,0.9598715,0.02354188],"study_design_scores_gemma":[0.000103812,0.0001364379,0.3717327,0.001007026,0.00005896878,0.0004203778,0.0009613343,0.0003848399,0.0003669051,0.00156817,0.6231899,0.00006959959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004903601,0.0002805386,0.0005543822,0.001101373,0.0002015602,0.0003432713,0.9626511,0.0004633232,0.02950083],"genre_scores_gemma":[0.02529868,0.001159309,0.004640772,0.001141788,0.000571878,0.00121667,0.9327248,0.0004480166,0.03279798],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3340841,"threshold_uncertainty_score":0.9498483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3261823114082241,"score_gpt":0.4660048115466109,"score_spread":0.1398225001383868,"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."}}