{"id":"W4406470295","doi":"10.1016/s2352-3999(11)57155-9","title":"10.1016/s2352-3999(11)57155-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.001444602,0.004041358,0.002426895,0.002976841,0.002769992,0.004232874,0.004119072,0.007319708,0.9895638],"category_scores_gemma":[0.001738411,0.001346614,0.001987088,0.00248113,0.002300397,0.006167814,0.004119582,0.003518903,0.9925747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269601,"about_ca_system_score_gemma":0.001271184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493118,"about_ca_topic_score_gemma":0.003264396,"domain_scores_codex":[0.9991816,0.00005261997,0.00007721061,0.000290488,0.0002126166,0.0001854682],"domain_scores_gemma":[0.9975255,0.0006630853,0.0001673505,0.0002548417,0.0004143602,0.0009747987],"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":[0.000606626,0.0003677187,0.0009454986,0.0009515177,0.00005521966,0.0003635683,0.0001358627,0.0005999439,0.002791918,0.005431899,0.3300515,0.6576988],"study_design_scores_gemma":[0.00008787131,0.0002010831,0.000912294,0.0004666826,0.00001822019,0.0005124607,0.0001454921,0.000208481,0.0004419391,0.0007456486,0.9962256,0.0000341481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005439398,0.0006599358,0.0006732561,0.0004130391,0.0004535616,0.000111389,0.0007138888,0.0008157206,0.9956152],"genre_scores_gemma":[0.0005796353,0.0003206264,0.0004418163,0.0002624349,0.0001289865,0.00007210721,0.0004217572,0.000162602,0.99761],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01043624,"threshold_uncertainty_score":0.01488602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00351034551423275,"score_gpt":0.1607403968663166,"score_spread":0.1572300513520838,"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."}}