{"id":"W4293763620","doi":"10.3390/antibiotics9010022","title":"The Effect of Different Antibiotic Regimens on Bacterial Resistance: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medicine; Medical prescription; Antibiotic resistance; Randomized controlled trial; Cochrane Library; MEDLINE; Systematic review; Intensive care medicine; Internal medicine; Biology; Microbiology; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.007929459,0.001454598,0.01073871,0.007735022,0.0006267067,0.002648155,0.001876242,0.002156499,0.004697402],"category_scores_gemma":[0.03626281,0.001148485,0.009364229,0.008761118,0.001037506,0.00248979,0.001363062,0.001296517,0.0002733657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480982,"about_ca_system_score_gemma":0.006947986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005257966,"about_ca_topic_score_gemma":0.0153477,"domain_scores_codex":[0.9882144,0.0046739,0.003907365,0.0007908862,0.002133042,0.0002804292],"domain_scores_gemma":[0.9639524,0.02718679,0.006317438,0.000367627,0.001845175,0.0003306061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004064564,0.00002217735,0.0006516151,0.9687298,0.01289141,0.00007740346,0.0001355486,0.00006199088,0.0001046315,0.00009782465,0.0004322359,0.01638886],"study_design_scores_gemma":[0.0007055501,0.0005963574,0.005791881,0.8285719,0.1531167,0.0004573864,0.0003476199,0.0001207849,0.0002274861,0.0002182043,0.009797481,0.00004879062],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001732926,0.9973989,0.00007404026,0.0001149495,0.00006683266,0.000264164,0.0001730889,0.000005131043,0.0001699795],"genre_scores_gemma":[0.02785075,0.9702216,0.0005684143,0.0004272558,0.00008074915,0.0005804299,0.000171473,0.000005169476,0.00009416111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01073871,"threshold_uncertainty_score":0.0419355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147986937603415,"score_gpt":0.2740428077749918,"score_spread":0.2625629383989577,"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."}}