{"id":"W2811435928","doi":"10.1016/j.chest.2018.06.019","title":"Antimicrobial Resistance and Respiratory Infections","year":2018,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Antibiotic resistance; Antibiotics; Streptococcus pneumoniae; Medicine; Drug resistance; Pseudomonas aeruginosa; Microbiology; Haemophilus influenzae; Mycobacterium tuberculosis; Moraxella catarrhalis; Tuberculosis; Intensive care medicine; Efflux; Antimicrobial; Bacteria; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009726922,0.001279027,0.001699835,0.002532007,0.0004060244,0.001773232,0.00108844,0.002309162,0.005601547],"category_scores_gemma":[0.002356136,0.0003654275,0.0004657713,0.002615572,0.0008839727,0.001939658,0.001337132,0.003374499,0.002737917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000678398,"about_ca_system_score_gemma":0.001938238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009318272,"about_ca_topic_score_gemma":0.001865588,"domain_scores_codex":[0.9995447,0.00009469609,0.00006612139,0.00006679924,0.0001781476,0.00004948425],"domain_scores_gemma":[0.9989483,0.0004805542,0.000159496,0.00003492693,0.000254217,0.0001225808],"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":[0.00008302645,0.00006813065,0.0002048241,0.01357369,0.00005940093,0.0002034456,0.00005527379,0.0002488876,0.000848629,0.002869127,0.09249052,0.889295],"study_design_scores_gemma":[0.00001597587,0.00006898314,0.0005605221,0.004585112,0.00008792738,0.0009282684,0.00005256095,0.00006513533,0.0001501615,0.001731339,0.9917389,0.00001516475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000284006,0.9979145,0.0000753636,0.0004573098,0.0008522571,0.000002843162,0.00001039697,0.000005463315,0.0006535026],"genre_scores_gemma":[0.00035811,0.997042,0.0001251926,0.0004419041,0.001405912,0.000004530888,0.00002109181,0.000001343673,0.0005999262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005601547,"threshold_uncertainty_score":0.01873904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301140062917468,"score_gpt":0.312722357658074,"score_spread":0.2826083513663272,"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."}}