{"id":"W4411255937","doi":"10.1007/s10730-025-09551-y","title":"MAiD: How Slippery is its Slope?","year":2025,"lang":"en","type":"article","venue":"HEC Forum","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Zymeworks (Canada); University of British Columbia","funders":"","keywords":"Slippery slope; Medical law; Philosophy of medicine; Philosophy; Political science; Law; Epistemology; Medicine","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":[0.0001232524,0.00005931073,0.00008141131,0.00004533324,0.0003728821,0.00008809654,0.0002026201,0.00007530653,0.0005222138],"category_scores_gemma":[0.0001358087,0.0000628885,0.00005577088,0.000244279,0.00008566664,0.0001594669,0.00003545502,0.00007540188,0.0002702499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108412,"about_ca_system_score_gemma":0.0003423421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01930548,"about_ca_topic_score_gemma":0.100926,"domain_scores_codex":[0.9992284,0.00002766256,0.0000622132,0.0001371447,0.0001526578,0.0003919724],"domain_scores_gemma":[0.9996761,0.00003814421,0.00002869371,0.0001317027,0.00002794866,0.00009738222],"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":[0.000001667529,0.000004463329,0.0008388762,0.000004902492,0.000005019264,0.000002773214,0.001246769,1.168628e-7,0.00001211448,0.1996983,0.7927,0.005484978],"study_design_scores_gemma":[0.00008659027,0.000005516637,0.002623182,0.00001901483,0.000002615471,2.61192e-7,0.0009259306,0.000006447483,0.0002631616,0.003714781,0.9922794,0.0000730721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0145679,0.0008363971,0.00003373151,0.5526406,0.0006872231,0.0001571166,0.0001393674,0.00005044089,0.4308873],"genre_scores_gemma":[0.5855005,0.0001488853,0.00001782739,0.02792045,0.0001384655,0.000007523096,7.838478e-7,0.00000392748,0.3862616],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5709326,"threshold_uncertainty_score":0.9872251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545654257198075,"score_gpt":0.2892595667544406,"score_spread":0.2738030241824599,"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."}}