{"id":"W4412696542","doi":"10.1007/s11673-025-10432-9","title":"Healthcare Justice: Protecting Self-Respect, Not Opportunity","year":2025,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medical law; Health care; Economic Justice; Medical ethics; Medicine; Political science; Public relations; Law; Medical emergency; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001800991,0.0001450007,0.0003147599,0.000214835,0.0008148204,0.0001148721,0.0002402301,0.0001772841,0.0006121401],"category_scores_gemma":[0.0003267761,0.0001117739,0.0001583679,0.00008895822,0.0002787842,0.0001636244,0.00005134967,0.00190665,0.00002607368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111466,"about_ca_system_score_gemma":0.0007154947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001293398,"about_ca_topic_score_gemma":0.0002043797,"domain_scores_codex":[0.9980069,0.0003351551,0.0008305696,0.0001441261,0.0003668862,0.0003163017],"domain_scores_gemma":[0.9983461,0.0003281714,0.0004330582,0.0001635995,0.0003557311,0.0003732615],"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":[0.001288524,0.0008163991,0.0005949325,0.004847931,0.0002284256,0.0001284192,0.06372141,0.000002574333,0.0001374396,0.7968637,0.1014139,0.02995625],"study_design_scores_gemma":[0.002297427,0.002276268,0.001074093,0.001845785,0.000393639,0.0001464856,0.07234264,0.00009464523,0.0007253935,0.03786227,0.8804275,0.0005138859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5223883,0.005133229,0.0007012136,0.3410539,0.04784403,0.001219694,0.00006023714,0.0002723581,0.08132695],"genre_scores_gemma":[0.9715756,0.0001651115,0.0007181691,0.02142746,0.004793743,0.000005292257,0.000001950836,0.00001334056,0.001299376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7790135,"threshold_uncertainty_score":0.8283551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1918283230578079,"score_gpt":0.4094625878001748,"score_spread":0.2176342647423669,"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."}}