{"id":"W2970161167","doi":"10.1097/ncq.0000000000000432","title":"Exploring the Professional Responsibility Concern Process","year":2019,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"College & Association of Registered Nurses of Alberta; Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Professional responsibility; Patient safety; Harm; Process (computing); Nursing; Public relations; Social responsibility; Psychology; Organizational culture; Medical education; Medicine; Health care; Political science; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003643116,0.00010626,0.0002997903,0.00007009709,0.0005345772,0.000001836506,0.0003002788,0.00009242603,0.0001746107],"category_scores_gemma":[0.001542266,0.00006400588,0.0001235157,0.0002146206,0.0001320735,0.0003858971,0.00002472725,0.001162424,0.00006359605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005137316,"about_ca_system_score_gemma":0.001318973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009406265,"about_ca_topic_score_gemma":0.000004969024,"domain_scores_codex":[0.9957232,0.002049723,0.001020012,0.0001518517,0.0007696094,0.0002855476],"domain_scores_gemma":[0.9958712,0.00125309,0.001363374,0.0003411505,0.001025151,0.0001459937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003911451,0.0005171166,0.3796634,0.001291819,0.00008442999,0.000005591302,0.5690029,0.0002941239,0.001021303,0.004220536,0.004666312,0.03532098],"study_design_scores_gemma":[0.001192169,0.0001558077,0.6471278,0.00273636,0.00003535617,0.000006962363,0.3311996,0.000009248761,0.0001916366,0.001266756,0.01595675,0.0001215149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752986,0.0001807589,0.000184284,0.009668411,0.01048618,0.0004888228,0.000008246931,0.00002180122,0.003662832],"genre_scores_gemma":[0.9979794,0.00001284881,0.00008673223,0.0007256992,0.000635217,0.00001699361,0.000004500408,0.00001107033,0.0005275076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2674644,"threshold_uncertainty_score":0.5050217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4662539707013548,"score_gpt":0.5797426700450824,"score_spread":0.1134886993437276,"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."}}