{"id":"W4406455397","doi":"10.1016/j.ymed.2016.08.001","title":"10.1016/j.ymed.2016.08.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Staphylococcus aureus; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007290124,0.0007949126,0.0004143372,0.001187421,0.0008104333,0.002283201,0.0008199817,0.003400721,0.8820405],"category_scores_gemma":[0.001831128,0.0003126364,0.0004728898,0.0005416906,0.0007089103,0.002032286,0.00108127,0.001449672,0.8051663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008621764,"about_ca_system_score_gemma":0.001371246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002936936,"about_ca_topic_score_gemma":0.002496864,"domain_scores_codex":[0.9996666,0.00003661986,0.00003037755,0.00006536569,0.00009492258,0.000106091],"domain_scores_gemma":[0.9988807,0.0001796502,0.0001452063,0.00004741129,0.0002094052,0.0005376152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002771735,0.0003431161,0.008695318,0.0005074771,0.00003418975,0.0004204283,0.0001513289,0.0001942805,0.0004470478,0.004120904,0.3635879,0.6212208],"study_design_scores_gemma":[0.00006755278,0.000159571,0.00914917,0.001412262,0.00003545176,0.00319953,0.0004734675,0.0002974171,0.000409094,0.003700226,0.9810714,0.00002477142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006567148,0.01515994,0.002105746,0.01828326,0.003700955,0.00009921091,0.002988928,0.001334841,0.94976],"genre_scores_gemma":[0.02749226,0.006863476,0.00203775,0.003678782,0.001360955,0.00008443093,0.002077779,0.0002338775,0.9561707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1179595,"threshold_uncertainty_score":0.1682549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009775470299530695,"score_gpt":0.2303556018313092,"score_spread":0.2205801315317785,"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."}}