{"id":"W4410203269","doi":"10.1080/15265161.2025.2488264","title":"Critically Evaluating MAID in Canada Through an Inequities Lens","year":2025,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Lens (geology); Optometry; Political science; Sociology; Optics; Medicine; Physics","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":[0.016021,0.000268842,0.0009626041,0.0003520288,0.0002006473,0.0002759683,0.002159264,0.0001482271,0.0004144179],"category_scores_gemma":[0.005737248,0.0001577227,0.000169814,0.001101587,0.001037303,0.0005786183,0.0001702658,0.00450353,0.00001199454],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007088128,"about_ca_system_score_gemma":0.02145678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3450369,"about_ca_topic_score_gemma":0.4831773,"domain_scores_codex":[0.9888163,0.003009358,0.001994873,0.0002990329,0.005428415,0.000452009],"domain_scores_gemma":[0.9860227,0.00824587,0.002159743,0.0007928232,0.002716708,0.00006215273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001612679,0.00003945852,0.003131181,0.00004817122,0.0001174066,0.0002670611,0.004661761,0.002243283,0.00003768471,0.001813942,0.9297639,0.05771494],"study_design_scores_gemma":[0.001041311,0.003233004,0.008015649,0.001103052,0.0002986472,0.0003161351,0.0770561,0.006256191,0.0001295359,0.05917146,0.842397,0.0009818964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04864969,0.0001621675,0.0005246501,0.9466639,0.001153104,0.0001302611,0.00004161928,0.000004684439,0.002669891],"genre_scores_gemma":[0.09717457,0.0005014344,0.00301986,0.8973789,0.001330179,0.000004616883,0.000007391596,0.00001856945,0.0005644301],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1381404,"threshold_uncertainty_score":0.9977931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4336791379518888,"score_gpt":0.5528043784759129,"score_spread":0.1191252405240241,"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."}}