{"id":"W4293202782","doi":"10.7202/1087218ar","title":"Kristen Jones-Bonofiglio, Health Care Ethics Through the Lens of Moral Distress","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Distress; Scholarship; Health care; Psychology; Sociology; Resource (disambiguation); Engineering ethics; Psychotherapist; Law; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01731211,0.0001960939,0.0005355224,0.0001995294,0.006168392,0.00002204548,0.001232882,0.0006038234,0.0008939303],"category_scores_gemma":[0.01576839,0.0001523882,0.0002052322,0.0006141973,0.001936647,0.0002149874,0.0001922945,0.03239943,0.00001430049],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340772,"about_ca_system_score_gemma":0.03279554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1175819,"about_ca_topic_score_gemma":0.2478894,"domain_scores_codex":[0.9850376,0.01102197,0.00147988,0.0002121114,0.001456481,0.0007919003],"domain_scores_gemma":[0.9837508,0.01124398,0.002053995,0.0006343045,0.001602706,0.0007142275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001457887,0.00005731351,0.007985327,0.001479668,0.0001960492,0.0002436906,0.4870495,0.0004576987,0.00001266986,0.4166481,0.0842209,0.001503305],"study_design_scores_gemma":[0.0007983411,0.0006259749,0.001242154,0.0005281277,0.00009543693,0.00009793395,0.4039977,0.00001784851,0.00001198682,0.0189841,0.5733773,0.0002230751],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01428527,0.01799575,0.0007423808,0.9264436,0.01017684,0.000926523,0.001378467,0.00002621857,0.02802493],"genre_scores_gemma":[0.9501997,0.0007381128,0.001025777,0.04690953,0.0006833466,0.00001568181,0.00003140427,0.00004969056,0.0003467359],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9359145,"threshold_uncertainty_score":0.9951254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2995186489858225,"score_gpt":0.5187458227736204,"score_spread":0.2192271737877978,"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."}}