{"id":"W2920760547","doi":"10.1097/ccm.0000000000003693","title":"Insights Into a “Negative” ICU Trial Derived From Gene Expression Profiling","year":2019,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Transcriptome; Medicine; Lactoferrin; Clinical trial; Placebo; Randomized controlled trial; Gene expression profiling; Randomization; Gene expression; Bioinformatics; Internal medicine; Gene; Genetics; Pathology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1154907,0.0009314917,0.002248033,0.0006358142,0.0006607119,0.00226868,0.0008854226,0.003022336,0.003091743],"category_scores_gemma":[0.1252194,0.0004330662,0.002519366,0.0007462576,0.002186711,0.00190512,0.0007249321,0.002986775,0.0003655027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006005759,"about_ca_system_score_gemma":0.001514813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053642,"about_ca_topic_score_gemma":0.0002378815,"domain_scores_codex":[0.9084502,0.08028078,0.004831098,0.002227619,0.003509304,0.0007010695],"domain_scores_gemma":[0.8685859,0.1089889,0.01150256,0.006121658,0.003795039,0.001005938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3482747,0.007145014,0.06907431,0.03071553,0.02960656,0.001646075,0.001562838,0.004776795,0.05785012,0.04359531,0.02290667,0.382846],"study_design_scores_gemma":[0.2297716,0.2215967,0.1420835,0.01469781,0.04862231,0.002406766,0.001482535,0.03304517,0.04788561,0.1374646,0.1203783,0.0005649459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6381286,0.06948064,0.1588046,0.07581777,0.01470189,0.02340706,0.002583455,0.0007560278,0.01631983],"genre_scores_gemma":[0.8676488,0.003990029,0.07001941,0.03837389,0.003101806,0.01439775,0.0009458449,0.0001379491,0.001384482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154907,"threshold_uncertainty_score":0.6107805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430723400735574,"score_gpt":0.357354777890791,"score_spread":0.3230475438834352,"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."}}