{"id":"W4385197054","doi":"10.1136/jme-2022-108687","title":"<i>Sabr</i>and<i>Shukr</i>: doing justice to medical futility","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Ethics","topic":"Medical Research and Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"SABR volatility model; Economic Justice; Psychology; Political science; Law; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01642708,0.0004326837,0.0006191293,0.001014348,0.01317493,0.01888793,0.002077786,0.02588057,0.007516103],"category_scores_gemma":[0.05494371,0.0005276245,0.000578633,0.0009202812,0.05575215,0.0145342,0.007517971,0.03465706,0.002083366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006239668,"about_ca_system_score_gemma":0.01725036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231001,"about_ca_topic_score_gemma":0.02301645,"domain_scores_codex":[0.9823127,0.01103775,0.0005700741,0.001008051,0.003082226,0.001989149],"domain_scores_gemma":[0.9662025,0.02184518,0.002017853,0.001940379,0.004260258,0.00373382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001671999,0.00001683892,0.0003720083,0.00006262316,0.00002213367,0.0002380917,0.01510997,0.0001016424,0.0001216972,0.5568747,0.4149121,0.01215144],"study_design_scores_gemma":[0.0000265861,0.00001704978,0.0007348604,0.000455495,0.00002736552,0.0006624924,0.02185688,0.0004335548,0.0004688735,0.6335501,0.3416816,0.0000850159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002581848,0.00287747,0.002406882,0.9290192,0.004136086,0.00001323165,0.00001264977,0.00005411803,0.05889836],"genre_scores_gemma":[0.279739,0.004250806,0.005241604,0.6503344,0.006990949,0.0001044081,0.00002075062,0.0003129232,0.0530053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02588057,"threshold_uncertainty_score":0.08687568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3177761038672043,"score_gpt":0.6276954937020801,"score_spread":0.3099193898348758,"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."}}