{"id":"W2274509144","doi":"10.1258/jhsrp.2009.081009","title":"Audit of Submissions: July 2008 to June 2009","year":2010,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Audit; Medicine; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01453,0.001040298,0.001087161,0.01639911,0.004100122,0.007518266,0.002183431,0.002944629,0.03315693],"category_scores_gemma":[0.1056982,0.00101446,0.0008663029,0.009620028,0.001276337,0.002071096,0.002650972,0.002759008,0.02911942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004616268,"about_ca_system_score_gemma":0.01397337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.027634,"about_ca_topic_score_gemma":0.05094335,"domain_scores_codex":[0.9614411,0.003286317,0.005258037,0.001872927,0.02534829,0.002793308],"domain_scores_gemma":[0.7808545,0.01667472,0.02331563,0.01202974,0.1592747,0.007850822],"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":[0.0009379754,0.0001667591,0.01422855,0.0006367873,0.00005160353,0.0006783606,0.0003844736,0.0001811689,0.001195199,0.0009401121,0.9256141,0.05498494],"study_design_scores_gemma":[0.0001825802,0.0002643089,0.1258963,0.001157813,0.00007698051,0.0004406878,0.00091988,0.001225196,0.002653934,0.0007434227,0.8662974,0.0001416489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1884061,0.01478409,0.009068654,0.06662396,0.1527986,0.01158023,0.1553192,0.01611993,0.3852992],"genre_scores_gemma":[0.2067098,0.005464114,0.00847563,0.01314745,0.01104623,0.002754265,0.05631352,0.002519137,0.6935698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03315693,"threshold_uncertainty_score":0.110921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904969770620885,"score_gpt":0.5017501103741699,"score_spread":0.4427004126679611,"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."}}