{"id":"W4413971919","doi":"10.48729/pjctvs.545","title":"Orogastric Tube Use in Patients Undergoing Cardiac Surgery, A Pilot Study","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Cardiac surgery; Medicine; Tube (container); Surgery; Engineering; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0007383677,0.0001806597,0.000464209,0.0006051763,0.00002493565,0.00009338998,0.00005236022,0.00003943619,0.00001546797],"category_scores_gemma":[0.000814368,0.0001618683,0.0001280052,0.0009391921,0.00001928296,0.0003568987,0.00006780153,0.0002562301,0.00004873734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120051,"about_ca_system_score_gemma":0.0001181447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186717,"about_ca_topic_score_gemma":0.0001218288,"domain_scores_codex":[0.9981268,0.0001528705,0.0003904426,0.0004292935,0.0003763583,0.0005242441],"domain_scores_gemma":[0.9982714,0.001150477,0.00003617098,0.0003236719,0.00004651013,0.0001717484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001964017,0.0008378421,0.9375101,0.0001089015,0.0001433278,0.0002015724,0.00008726877,0.000002704994,0.000004319475,0.000001938826,0.003009861,0.05789582],"study_design_scores_gemma":[0.0004601006,0.0002403073,0.997879,0.000118432,0.00007695781,0.000002981226,0.00004235224,0.00000668571,0.00008176942,0.000008168819,0.000945535,0.0001376723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949782,0.000377506,0.00001305082,0.00009233181,0.002216032,0.00164101,0.00001204917,0.0001875134,0.0004822933],"genre_scores_gemma":[0.9971996,0.00005729295,0.00001927825,0.0001104441,0.0001643427,0.001272383,0.00002422036,0.00004944894,0.001102967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06036899,"threshold_uncertainty_score":0.6600798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163375232668498,"score_gpt":0.2388411238258038,"score_spread":0.1972073714991188,"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."}}