{"id":"W3093914740","doi":"10.12968/bjca.2020.0090","title":"An International Focus on Cardiac Surgery Nursing: Patient Experience","year":2020,"lang":"en","type":"article","venue":"British Journal of Cardiac Nursing","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Medicine; Perspective (graphical); Nursing; Cardiac surgery; Focus (optics); Surgery","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":[0.0004209481,0.0001938963,0.001236896,0.0001404863,0.000105561,0.0001569061,0.000140255,0.000109764,0.00005711727],"category_scores_gemma":[0.0004859508,0.0002056891,0.001585837,0.000216411,0.000159362,0.0003777611,0.000007841008,0.000424039,0.000009774846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512667,"about_ca_system_score_gemma":0.0001686861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001002157,"about_ca_topic_score_gemma":4.890325e-8,"domain_scores_codex":[0.9973288,0.0002925338,0.0006765492,0.0002785031,0.001094162,0.0003294261],"domain_scores_gemma":[0.9981946,0.0003625376,0.000273192,0.0001762009,0.0003207049,0.0006727494],"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":[0.0008497239,0.0003445078,0.02645029,0.00001328653,0.0002576428,0.002180256,0.003167741,0.00003013629,0.001272742,0.0002563309,0.007234161,0.9579432],"study_design_scores_gemma":[0.002019167,0.002696533,0.644942,0.009304685,0.001210555,0.01390125,0.01039539,0.0001354721,0.01887289,0.0001945382,0.2950589,0.001268662],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958124,0.004812133,0.0001529145,0.006209972,0.00413846,0.0002228732,0.00002582621,0.00005181918,0.02626198],"genre_scores_gemma":[0.9955753,0.0009767782,0.0004559809,0.0007919307,0.002114007,0.000003532285,0.00001350307,0.00003968151,0.00002929501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9566745,"threshold_uncertainty_score":0.8387756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133491103982658,"score_gpt":0.2950030810971908,"score_spread":0.2736681700573642,"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."}}