{"id":"W4237922617","doi":"10.1017/s0195941700084411","title":"Reply","year":2002,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002852282,0.0007328371,0.0005983427,0.0008879683,0.001420634,0.002596775,0.001650188,0.01592684,0.02623963],"category_scores_gemma":[0.02958238,0.0004958856,0.0008375404,0.0007553711,0.001190413,0.003370146,0.001502104,0.01462751,0.02224057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837901,"about_ca_system_score_gemma":0.002684532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006586623,"about_ca_topic_score_gemma":0.004266871,"domain_scores_codex":[0.9980825,0.0004253419,0.0003325276,0.0003597053,0.0005515547,0.0002482681],"domain_scores_gemma":[0.9888255,0.004241279,0.0005307145,0.0004251277,0.004855889,0.001121595],"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":[0.00001761312,0.00000789036,0.0004377193,0.00003634103,0.000003425369,0.0001055356,0.00004515564,0.000009216765,0.00004011009,0.0003388922,0.9954307,0.003527363],"study_design_scores_gemma":[0.00002543585,0.0000232692,0.001798923,0.0001513547,0.000009494719,0.0006086378,0.0005262042,0.00006766168,0.000155423,0.001011307,0.9955893,0.00003305873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006498283,0.001233464,0.0002287995,0.8717058,0.1209351,0.00004929483,0.0007306627,0.000134484,0.004332629],"genre_scores_gemma":[0.002372502,0.0009420653,0.0002544335,0.9606139,0.02487008,0.00008693117,0.0002533827,0.00004273899,0.01056394],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9737604,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4708263458567305,"score_gpt":0.518643854694219,"score_spread":0.04781750883748853,"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."}}