{"id":"W4402324761","doi":"10.1176/appi.ajp-rj.2024.200105","title":"Resident Perspective on Medical Assistance in Dying Expansion in Canada: Challenges and Concerns","year":2024,"lang":"en","type":"article","venue":"American Journal of Psychiatry Residents Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical); Medicine; Political science; Gerontology; History; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001944501,0.0002019384,0.0006050294,0.0007049948,0.0001954284,0.00004163926,0.000289267,0.00009342404,0.0001903228],"category_scores_gemma":[0.0003375796,0.0001605901,0.00009280918,0.0004355671,0.0001089787,0.00023051,0.00004442532,0.002681482,0.00000476707],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928465,"about_ca_system_score_gemma":0.01052888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2984223,"about_ca_topic_score_gemma":0.8240086,"domain_scores_codex":[0.9958618,0.00093198,0.001231577,0.0002613966,0.001194465,0.0005187321],"domain_scores_gemma":[0.9978934,0.0006602824,0.00068668,0.0001390421,0.0002104415,0.0004101798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003061044,0.0002376835,0.7414106,0.0004000889,0.0003310316,0.007223113,0.06869253,0.0001000334,0.00004813684,0.005185061,0.05470518,0.1186055],"study_design_scores_gemma":[0.001435647,0.0006144206,0.7285988,0.007542116,0.00003426892,0.0007249051,0.2563721,0.00003516159,0.000001702256,0.003782367,0.0006717882,0.0001868049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977626,0.05112521,0.00002689698,0.04429334,0.00570167,0.0001136638,0.000002607412,0.000007269813,0.0009667438],"genre_scores_gemma":[0.9780638,0.01968512,0.0002055964,0.0004715492,0.001463476,0.000003027193,2.33456e-7,0.00002942375,0.00007778952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5255864,"threshold_uncertainty_score":0.9996194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258918892422331,"score_gpt":0.3952736161007248,"score_spread":0.3626844271765015,"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."}}