{"id":"W2702407680","doi":"10.1111/faam.2014.30.issue-1","title":"","year":2014,"lang":"en","type":"paratext","venue":"Financial Accountability and Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.010444,0.001719427,0.003179325,0.0007249425,0.005131525,0.0001433155,0.001386246,0.002575621,0.002636126],"category_scores_gemma":[0.0004621772,0.001691434,0.0004522357,0.0007995404,0.0005934794,0.0006037988,0.004058461,0.00411756,0.007287408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522496,"about_ca_system_score_gemma":0.000745494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01667328,"about_ca_topic_score_gemma":0.02055088,"domain_scores_codex":[0.9835922,0.004051558,0.004085892,0.003348791,0.001543665,0.003377863],"domain_scores_gemma":[0.9925889,0.00133605,0.001766053,0.002836144,0.0006306093,0.0008422376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007039993,0.0004387202,0.000880636,0.07574519,0.000243185,0.00001596817,0.006849526,0.00002008781,0.000001641549,0.04498219,0.8149257,0.05519314],"study_design_scores_gemma":[0.002832096,0.0003413481,0.0308163,0.0029922,0.0003362848,0.000001000148,0.00752833,0.00001658488,0.000001438952,0.00331566,0.9503053,0.001513413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1721898,0.005589157,0.02870335,0.03806594,0.05617593,0.05828687,0.002837103,0.001319633,0.6368322],"genre_scores_gemma":[0.126733,0.06693607,0.003396987,0.1687676,0.01632246,0.03040429,0.005155366,0.0006308306,0.5816534],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1353796,"threshold_uncertainty_score":0.9995552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07613943304216009,"score_gpt":0.4392037828701114,"score_spread":0.3630643498279513,"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."}}