{"id":"W2463969165","doi":"","title":"Evidence-Based Practice Identification and Change (EPIC) reduced nosocomial infection (NI) and bronchopulmonary dysplasia (BPD) in a cluster randomized controlled trial of Canadian neonatal intensive care units (NICUs)","year":2006,"lang":"en","type":"article","venue":"44th Annual Meeting","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bronchopulmonary dysplasia; Intensive care; Medicine; EPIC; Randomized controlled trial; Cluster (spacecraft); Intensive care medicine; Neonatal intensive care unit; Identification (biology); Pediatrics; Emergency medicine; Gestational age; Internal medicine; Computer science; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003370352,0.0002309281,0.001039795,0.001246167,0.0001628126,0.00004471247,0.00006935318,0.0002337433,0.000009993782],"category_scores_gemma":[0.03633742,0.0002037032,0.00008357201,0.0007955304,0.0002294097,0.0005771615,0.00005249175,0.0004982721,0.000002927867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456472,"about_ca_system_score_gemma":0.001282215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2530238,"about_ca_topic_score_gemma":0.06969312,"domain_scores_codex":[0.9960741,0.001426968,0.00103814,0.000446273,0.0005523912,0.0004620987],"domain_scores_gemma":[0.9928937,0.003594681,0.0005222245,0.000215506,0.002435131,0.0003387482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9731312,0.00003691664,0.001684769,0.0007525812,0.00004552574,0.000139925,0.00425359,0.00001664665,0.00129863,0.00002739223,0.00009934268,0.01851345],"study_design_scores_gemma":[0.9767673,0.001063872,0.008564697,0.002259815,0.000287141,0.00007849521,0.006013379,0.001803926,0.001337668,0.00001658302,0.001549632,0.000257502],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779411,0.008097267,0.000007241596,0.004247008,0.0003416349,0.009005533,0.0000350564,0.00002442179,0.0003007515],"genre_scores_gemma":[0.9970135,0.000593911,0.000102109,0.0008677936,0.0004533601,0.0008208595,0.00005741957,0.00002885582,0.00006217884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833306,"threshold_uncertainty_score":0.9717799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663593340224387,"score_gpt":0.341317907166516,"score_spread":0.2946819737642721,"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."}}