{"id":"W3209871984","doi":"10.1097/hco.0000000000000926","title":"When is enough, enough? Exploring ethical and team considerations in paediatric cardiac care dilemmas","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Cardiology","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Psychological intervention; MEDLINE; Ethical issues; Disease; Heart disease","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007260606,0.0002200039,0.0008071656,0.0002797555,0.0001080968,0.00002589978,0.00006028652,0.0006391669,0.00004753211],"category_scores_gemma":[0.001404332,0.0002247621,0.0001542466,0.0003511801,0.0001448776,0.00007718456,0.0001797092,0.002629857,0.00001392862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109453,"about_ca_system_score_gemma":0.0007733651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380775,"about_ca_topic_score_gemma":0.00002294997,"domain_scores_codex":[0.9972606,0.000735887,0.0006120438,0.0006408935,0.0002867483,0.0004638008],"domain_scores_gemma":[0.9980859,0.0008967909,0.00006717922,0.0003985356,0.0003322696,0.0002193024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004610097,0.00009663709,0.8796248,0.003121349,0.00008292526,0.0001497188,0.05291548,0.0000692731,0.00003690578,0.0174044,0.02028341,0.02616898],"study_design_scores_gemma":[0.002078955,0.0002432335,0.07860746,0.0005051214,0.00007886266,0.0001709426,0.006660271,0.00005333788,0.00006675528,0.004533277,0.9065533,0.0004485346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3719276,0.5208853,0.0001405463,0.06895247,0.03132326,0.001813074,0.0003467694,0.0001560506,0.00445492],"genre_scores_gemma":[0.948027,0.04713403,0.0004823096,0.0005904752,0.003295892,0.0002153347,0.0002168907,0.00002573802,0.00001236144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8862698,"threshold_uncertainty_score":0.9996711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614375329513645,"score_gpt":0.4098923959158202,"score_spread":0.2484548629644557,"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."}}