{"id":"W3118410490","doi":"10.5539/gjhs.v13n2p84","title":"Total Parenteral Nutrition Management Based on Intravenous Drug Compounding Service","year":2021,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Incidence (geometry); Parenteral nutrition; Pharmacy; Emergency medicine; Intervention (counseling); Pediatrics; Anesthesia; Internal medicine; Nursing","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":[0.0005614934,0.0002298672,0.000207119,0.0006009,0.0003718233,0.0004023926,0.0002950243,0.0002148197,0.001926775],"category_scores_gemma":[0.002480023,0.00008289832,0.0003364807,0.0006407333,0.0002167378,0.0004791819,0.0006908394,0.0003290924,0.000205216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007806404,"about_ca_system_score_gemma":0.002540054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004152265,"about_ca_topic_score_gemma":0.005674265,"domain_scores_codex":[0.9988814,0.0003235946,0.0001714705,0.000136205,0.0003358622,0.0001514608],"domain_scores_gemma":[0.9988369,0.0001320236,0.0005604556,0.0000434732,0.0001808617,0.0002462234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000467581,0.001019058,0.683267,0.001237077,0.0001072692,0.0007018472,0.000703223,0.0004021817,0.003797821,0.0005130267,0.002906756,0.3048772],"study_design_scores_gemma":[0.0001021985,0.002234218,0.9760523,0.0006690444,0.0001588321,0.001172062,0.001192622,0.001109259,0.00223079,0.0003165867,0.01472917,0.00003291483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798789,0.006344412,0.001548235,0.001764667,0.0001182568,0.000272058,0.000274466,0.00005691285,0.009742163],"genre_scores_gemma":[0.99317,0.003884108,0.001180736,0.0002833357,0.00006456888,0.0000823596,0.0001538078,0.000003618439,0.001177384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004152265,"threshold_uncertainty_score":0.008256197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08459380914508688,"score_gpt":0.4265094096208271,"score_spread":0.3419156004757402,"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."}}