{"id":"W2049732895","doi":"10.1086/677168","title":"Reply to Vanhems et al","year":2014,"lang":"fr","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Ottawa Hospital; Alberta Hospital Edmonton; Mount Sinai Hospital; Royal University Hospital; University of Alberta Hospital; Public Health Agency of Canada; North York General Hospital; McGill University Health Centre","funders":"Public Health Agency of Canada","keywords":"Action (physics); Computer science; Internet privacy; Medicine; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01092801,0.0008219592,0.002930925,0.0003337657,0.0008600014,0.00002079708,0.0001982556,0.003600123,0.0003970223],"category_scores_gemma":[0.009121243,0.000718688,0.0004109608,0.0001592604,0.0002975758,0.0001493423,0.0001629616,0.006575259,0.002223251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116956,"about_ca_system_score_gemma":0.0004306867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05312092,"about_ca_topic_score_gemma":0.002603403,"domain_scores_codex":[0.9821444,0.01157266,0.00262603,0.001542154,0.00021612,0.001898704],"domain_scores_gemma":[0.9819992,0.01451652,0.001318069,0.0007912705,0.0005363018,0.0008387088],"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":[0.0000604145,0.00005984003,0.05357068,0.0008686794,0.0002008057,0.00002652436,0.0009973175,0.00006427213,0.000003841875,0.01129392,0.9215732,0.01128053],"study_design_scores_gemma":[0.001445658,0.002374014,0.07948353,0.0008135765,0.00007488798,0.00005391534,0.000124131,0.0004835069,1.038399e-7,0.001881368,0.9126124,0.0006528382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007161542,0.0051583,0.01355318,0.9495845,0.01706476,0.002563741,0.0001459563,0.0002179455,0.004550068],"genre_scores_gemma":[0.09102032,0.004052375,0.0001846497,0.8900325,0.01014964,0.0008298213,0.0001047354,0.0001078909,0.003518076],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08385878,"threshold_uncertainty_score":0.9995264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08205279815241663,"score_gpt":0.4263587917011305,"score_spread":0.3443059935487139,"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."}}