{"id":"W3014180545","doi":"10.1590/1983-80422020281370","title":"Investigating moral distress over a shortage of organs for transplantation","year":2020,"lang":"en","type":"article","venue":"Revista Bioética","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Economic shortage; Transplantation; Psychology; Distress; Test (biology); Categorical variable; Analysis of variance; Social psychology; Clinical psychology; Medicine; Internal medicine; Statistics; Mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001178379,0.0001051286,0.0002628264,0.00002016843,0.0003199931,0.00001104971,0.0001785586,0.0001917079,0.0003571357],"category_scores_gemma":[0.01150741,0.0000923814,0.0000600533,0.0002022186,0.0001823848,0.0001013105,0.00003570147,0.001079158,0.00003336462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003136243,"about_ca_system_score_gemma":0.0001914459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003798298,"about_ca_topic_score_gemma":0.000007513702,"domain_scores_codex":[0.9980122,0.0006275121,0.000589889,0.0002250412,0.0002928064,0.0002524772],"domain_scores_gemma":[0.9946527,0.004529008,0.0002700954,0.0001810517,0.0001463133,0.0002207858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003246666,0.0001402416,0.08082778,0.03488118,0.0001311468,0.00002427494,0.03321808,0.000007330189,0.06121756,0.7706284,0.01638288,0.002216449],"study_design_scores_gemma":[0.0259489,0.003732666,0.1333535,0.02716603,0.005546565,0.00002635602,0.05372736,0.03823112,0.02239952,0.08529823,0.5996254,0.004944299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8468134,0.0005418689,0.07448423,0.05320027,0.0005277642,0.003746668,0.001259098,0.000301925,0.0191248],"genre_scores_gemma":[0.9886473,0.00008468681,0.006934138,0.003787762,0.0002734492,0.00005174671,0.0001163223,0.00002698172,0.000077557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6853302,"threshold_uncertainty_score":0.9968191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580853406467309,"score_gpt":0.4796379712217875,"score_spread":0.3215526305750567,"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."}}