{"id":"W4235351973","doi":"10.1016/j.ajic.2015.01.014","title":"Reviewer thank you 2014","year":2015,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005754663,0.00008493708,0.0004003477,0.0001381355,0.0001558094,0.00001117346,0.000107005,0.0000378571,0.001429989],"category_scores_gemma":[0.0276698,0.00005560013,0.0001130623,0.0002238635,0.0001263018,0.0003062334,0.00001928638,0.001035327,0.0009148896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160987,"about_ca_system_score_gemma":0.0008870813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006356995,"about_ca_topic_score_gemma":0.00003891726,"domain_scores_codex":[0.9963068,0.002088458,0.0006186188,0.00008331919,0.0005881218,0.0003146854],"domain_scores_gemma":[0.9938924,0.001597418,0.001158866,0.0001429674,0.002507543,0.0007007734],"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":[0.0007124286,0.00008736981,0.171647,0.00004193797,0.0001538034,0.00002458824,0.0004451203,0.00001633573,0.00006191817,0.000123972,0.5011211,0.3255644],"study_design_scores_gemma":[0.001928209,0.001358398,0.0107587,0.0001461103,0.00004894285,0.00002505477,0.0005026975,0.00006731443,0.000004258337,0.0002196048,0.9848747,0.0000660138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5463231,0.01627849,0.1882604,0.09473635,0.02879348,0.002441294,0.00002853854,0.0001768304,0.1229615],"genre_scores_gemma":[0.9849674,0.003608827,0.0002854524,0.006499259,0.003490994,0.00001939488,8.344549e-7,0.00001415821,0.001113683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4837536,"threshold_uncertainty_score":0.999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08877263058913262,"score_gpt":0.4926623701031635,"score_spread":0.403889739514031,"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."}}