{"id":"W4404054312","doi":"10.2196/63006","title":"Ethical Dilemmas Among Oncology Nurses in China: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Preprint; China; Oncology; Medicine; Psychology; Internal medicine; Family medicine; Political science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002380827,0.0003563156,0.0004423458,0.001359389,0.00187767,0.0007985001,0.0004766247,0.0007376177,0.0009914723],"category_scores_gemma":[0.003613628,0.0006059654,0.0003749529,0.001433224,0.0008214125,0.0009793717,0.001092836,0.000758494,0.0001184997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002119637,"about_ca_system_score_gemma":0.003393424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02589026,"about_ca_topic_score_gemma":0.04211653,"domain_scores_codex":[0.9987041,0.0002985218,0.0002072863,0.0001801307,0.0003479718,0.0002619819],"domain_scores_gemma":[0.9964738,0.0006873193,0.001472501,0.0001448086,0.0004740351,0.0007473527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001620712,0.0001181391,0.9910002,0.00004191475,0.00001413303,0.000162688,0.006791394,0.0000163024,0.0001161048,0.00003112167,0.0001085236,0.001583088],"study_design_scores_gemma":[0.000007148341,0.0001707585,0.9821358,0.00003738953,0.00001264499,0.0002484586,0.01677792,0.0001627343,0.00004926098,0.00003693483,0.0003506499,0.00001034844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997179,0.00005695856,0.00002023546,0.00004194925,0.000002223063,0.00002196302,0.00002416075,3.69971e-7,0.000114225],"genre_scores_gemma":[0.9993994,0.0001439602,0.00009018191,0.0001151177,0.000005203646,0.00005860347,0.00006354592,6.823524e-7,0.0001232578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02589026,"threshold_uncertainty_score":0.0514791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06266831938669076,"score_gpt":0.4525707031464775,"score_spread":0.3899023837597868,"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."}}