{"id":"W2404176593","doi":"10.5114/kitp.2016.58975","title":"ICU Pad Project: application of modern computer technology in pediatric postoperative cardiac intensive care. Pilot study","year":2016,"lang":"en","type":"review","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac surgery; Intensive care; Cardiothoracic surgery; University hospital; General surgery; Surgery; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00379816,0.0009010453,0.000959421,0.0009888352,0.0008789213,0.0008971799,0.0008733806,0.0008795555,0.008580252],"category_scores_gemma":[0.006660752,0.0005020914,0.00118342,0.0007261373,0.0006356352,0.001082703,0.001936791,0.001953,0.002310906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009648233,"about_ca_system_score_gemma":0.004108493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002791558,"about_ca_topic_score_gemma":0.002248151,"domain_scores_codex":[0.9983841,0.000669598,0.0001814306,0.0001435141,0.0003087163,0.0003126558],"domain_scores_gemma":[0.9947498,0.001093616,0.000517189,0.0004504178,0.001258519,0.001930423],"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":[0.0460038,0.1856212,0.2805122,0.005339159,0.000748681,0.004359966,0.01078123,0.001858334,0.004360326,0.001016833,0.05559157,0.4038067],"study_design_scores_gemma":[0.01816527,0.3328267,0.5555766,0.001593766,0.0007610774,0.003079885,0.01779403,0.001581196,0.005611921,0.0007353588,0.06204407,0.0002300597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9693907,0.001320735,0.001725481,0.0009630283,0.0002719633,0.01697535,0.005271827,0.0001976646,0.003883337],"genre_scores_gemma":[0.9180646,0.004004732,0.008818792,0.002246034,0.0005241053,0.0543075,0.007365983,0.0001042623,0.004563968],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008580252,"threshold_uncertainty_score":0.02870375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09139704819771255,"score_gpt":0.4065727630405909,"score_spread":0.3151757148428784,"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."}}