{"id":"W1975480553","doi":"10.4081/cp.2011.e91","title":"Cost Awareness among Doctors in an Irish University-Affiliated Teaching Hospital","year":2011,"lang":"en","type":"review","venue":"Clinics and Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Irish; Health care; Family medicine; Confidence interval; Population; Teaching hospital; Medical emergency; Emergency medicine; Nursing; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.002126271,0.0002522581,0.0009991579,0.001683376,0.0001902406,0.00066231,0.0005773894,0.0006272329,0.0007968681],"category_scores_gemma":[0.004681462,0.000226651,0.0005443743,0.002597262,0.0002405263,0.000524195,0.0003525882,0.000407191,0.0001215824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017611,"about_ca_system_score_gemma":0.003349731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370338,"about_ca_topic_score_gemma":0.02105789,"domain_scores_codex":[0.9989246,0.0003054756,0.0001921218,0.0001026742,0.0003972179,0.00007789735],"domain_scores_gemma":[0.9975782,0.0009930209,0.0007208899,0.00003164525,0.0005369705,0.0001393793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003425248,0.0001438943,0.01547753,0.06441568,0.000552988,0.0004048445,0.0006810625,0.0001735445,0.0005108147,0.0002247114,0.009147439,0.907925],"study_design_scores_gemma":[0.0006079581,0.002525947,0.4965954,0.1101121,0.005022578,0.007714974,0.003966697,0.0004797446,0.001991241,0.0003315237,0.3705083,0.0001435111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007737251,0.9909667,0.00002964219,0.0004252757,0.00006732389,0.00001803298,0.00002699993,0.000002474588,0.0007262768],"genre_scores_gemma":[0.03471224,0.9645463,0.0001341625,0.0002609622,0.00005303291,0.00001842365,0.00005899735,6.158594e-7,0.0002152683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01370338,"threshold_uncertainty_score":0.02724725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1541215135530485,"score_gpt":0.4853586921719652,"score_spread":0.3312371786189167,"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."}}