{"id":"W4406411867","doi":"10.1016/j.ypdi.2015.02.034","title":"10.1016/j.ypdi.2015.02.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Staphylococcus aureus; Vaccination; Pneumonia; Virology; Microbiology; Internal medicine; Bacteria; Biology","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":[0.000733984,0.0009371722,0.0005299541,0.001443392,0.0007736587,0.002778838,0.0009491032,0.003101985,0.8626079],"category_scores_gemma":[0.001574351,0.0003660547,0.0004898538,0.0007660825,0.000767273,0.001949711,0.001210936,0.001568761,0.790227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007628059,"about_ca_system_score_gemma":0.001136872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539091,"about_ca_topic_score_gemma":0.001265506,"domain_scores_codex":[0.9996742,0.0000311898,0.00003120385,0.00008720608,0.00009710911,0.00007912425],"domain_scores_gemma":[0.9990157,0.000161884,0.0001474429,0.00005650712,0.0001877264,0.0004307469],"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":[0.0003486827,0.0002974073,0.008843714,0.0006552299,0.00004656498,0.000728486,0.0001702532,0.0002051931,0.001118302,0.004602727,0.2595595,0.7234239],"study_design_scores_gemma":[0.00007156745,0.0001608568,0.008689679,0.001216432,0.0000516306,0.005305718,0.000429689,0.0002855287,0.0007022019,0.004809886,0.9782438,0.00003301574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01019237,0.02729094,0.004022625,0.01635923,0.004090181,0.0001601405,0.004326679,0.002291519,0.9312665],"genre_scores_gemma":[0.03336871,0.01125306,0.003533765,0.004485443,0.001545701,0.0001315011,0.003043534,0.0004208206,0.9422175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1373921,"threshold_uncertainty_score":0.1959732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006767619309979795,"score_gpt":0.2156106206320714,"score_spread":0.2088430013220916,"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."}}