{"id":"W2811067498","doi":"10.4212/cjhp.v52i4.1827","title":"Use of Once-Daily Aminoglycoside Dosing in Rural Hospitals","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dosing; Aminoglycoside; Medicine; Intensive care medicine; Antibiotics; Pharmacology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003777222,0.0001002564,0.0001795437,0.0005169557,0.0006023142,0.0005750662,0.000277481,0.000337445,0.003097727],"category_scores_gemma":[0.004918705,0.0001392752,0.0001685182,0.0008667025,0.0003409661,0.000409185,0.000366567,0.0003776502,0.0001633377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109698,"about_ca_system_score_gemma":0.001890843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0415284,"about_ca_topic_score_gemma":0.0765974,"domain_scores_codex":[0.9992148,0.0003424234,0.00007154589,0.00007507905,0.0001341025,0.0001620339],"domain_scores_gemma":[0.9948705,0.001212872,0.002325024,0.0001013466,0.0004755722,0.00101466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712605,0.0002239925,0.9772529,0.0001111981,0.00003566379,0.0005532051,0.001890462,0.0001170913,0.0007746077,0.0002015907,0.0006107701,0.01805728],"study_design_scores_gemma":[0.00001168129,0.0004481845,0.9873045,0.00009897393,0.00002233717,0.001097113,0.008993688,0.0002591235,0.0001312453,0.00008962791,0.001529437,0.00001409556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972641,0.0005654262,0.0000555554,0.0005889817,0.000008177294,0.00000615061,0.00009310267,0.00000384615,0.001414588],"genre_scores_gemma":[0.9991279,0.0004509733,0.00006338643,0.0001274136,0.00001063053,0.000003357597,0.00003438454,0.000001663964,0.0001803423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0415284,"threshold_uncertainty_score":0.08257335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389362370567402,"score_gpt":0.3606869070464583,"score_spread":0.2867932833407843,"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."}}