{"id":"W3188226402","doi":"10.1002/ncp.10730","title":"Impact of nationwide essential trace element shortages: A before‐after, single‐center analysis of hospitalized adults receiving home parenteral nutrition therapy","year":2021,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Clinical Evaluation Research Unit; Queen's University","funders":"","keywords":"Medicine; Economic shortage; Parenteral nutrition; Subgroup analysis; Pediatrics; Retrospective cohort study; Single Center; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001450288,0.000292911,0.00122841,0.0005826437,0.00005296731,0.00006007798,0.0002212944,0.0003648103,0.0004387553],"category_scores_gemma":[0.004264845,0.0003011044,0.001492006,0.001392158,0.000236661,0.0006855063,0.00006518472,0.0005334318,0.00000368385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687881,"about_ca_system_score_gemma":0.00002965255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001968675,"about_ca_topic_score_gemma":0.0006438044,"domain_scores_codex":[0.9930971,0.001819498,0.003276672,0.0007506416,0.0006292166,0.0004269038],"domain_scores_gemma":[0.9937253,0.003050753,0.001353518,0.0005223764,0.001166992,0.0001810375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0263783,0.05968743,0.9032027,0.000289903,0.001630529,0.00007451453,0.0004796504,0.0000468112,0.001375591,0.000008605016,0.001380674,0.005445288],"study_design_scores_gemma":[0.02566864,0.005847353,0.961761,0.001076835,0.000940632,0.00003112829,0.0008190472,0.0009034995,0.0006559691,0.0003797127,0.001638406,0.000277797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853495,0.0006464203,0.0003609191,0.01163472,0.0008647338,0.0007033482,0.0003755668,0.00004172827,0.00002310338],"genre_scores_gemma":[0.9917382,0.002109926,0.003146455,0.00182933,0.0003124171,0.0001006987,0.0007289008,0.00003117541,0.000002920505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05855827,"threshold_uncertainty_score":0.9999441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415331443843791,"score_gpt":0.4140064813778439,"score_spread":0.379853166939406,"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."}}