{"id":"W6959338785","doi":"10.7939/dvn/10918","title":"Prophylactic Peritoneal Dialysis Decreases Time to Achieve a Negative Fluid Balance After the Norwood Procedure","year":2016,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Peritoneal dialysis; Hypoplastic left heart syndrome; Norwood procedure; Balance (ability); Dialysis catheter; Dialysis; Catheter; Shunt (medical)","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":[0.001241098,0.0007345928,0.001272252,0.0007498679,0.0003290363,0.001011186,0.001801233,0.001028234,0.008780548],"category_scores_gemma":[0.009660682,0.0003208662,0.001967736,0.001080909,0.0001867648,0.0007621127,0.001119562,0.0009587096,0.003085356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008117947,"about_ca_system_score_gemma":0.001551031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062738,"about_ca_topic_score_gemma":0.02710975,"domain_scores_codex":[0.9990603,0.0002280355,0.0002255298,0.0002407045,0.0001424361,0.0001029027],"domain_scores_gemma":[0.9972844,0.0007979422,0.00100627,0.0003251944,0.0004050334,0.0001811886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01806792,0.0005720374,0.4217139,0.01168946,0.005179426,0.000305249,0.0001376845,0.003550432,0.001004453,0.001218525,0.4697836,0.06677733],"study_design_scores_gemma":[0.0101716,0.001427059,0.6829886,0.00531593,0.007556607,0.001763394,0.0003506744,0.008439664,0.002211428,0.003116381,0.2763385,0.0003200454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03630988,0.003100942,0.0004911938,0.000546782,0.0001090379,0.0000934776,0.9568398,0.0001671144,0.002341775],"genre_scores_gemma":[0.06587419,0.00144287,0.001191989,0.0005434207,0.00008173921,0.0004878149,0.9288965,0.00006971757,0.001411646],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01062738,"threshold_uncertainty_score":0.02937382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006716455256716554,"score_gpt":0.2373008701164594,"score_spread":0.2305844148597428,"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."}}