{"id":"W2865769117","doi":"10.1136/medethics-2016-103917","title":"Fair, just and compassionate: A pilot for making allocation decisions for patients requesting experimental drugs outside of clinical trials","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Ethics","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Public Health Ontario; University of Toronto","funders":"Wellcome Trust","keywords":"Compassionate Use; Status quo; Clinical trial; Medicine; Health care; Medical ethics; Public relations; Business; Political science; Law; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04157437,0.0001186924,0.0008759272,0.0001384073,0.0001742688,0.00001652799,0.0001539,0.001041731,0.00004397429],"category_scores_gemma":[0.1346876,0.00007555843,0.000271462,0.000109408,0.001239611,0.00007732603,0.00006883961,0.001504184,4.717863e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004540336,"about_ca_system_score_gemma":0.001636246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009307698,"about_ca_topic_score_gemma":0.000008766323,"domain_scores_codex":[0.9939569,0.0005554122,0.002614915,0.0001839311,0.002513342,0.0001754661],"domain_scores_gemma":[0.975535,0.01917009,0.001762651,0.0001419809,0.002875419,0.0005148292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.02097518,0.00711166,0.004897128,0.002096482,0.0008770117,0.00001642247,0.01385291,0.000003992258,0.007201059,0.06871636,0.02290414,0.8513476],"study_design_scores_gemma":[0.2235171,0.1262755,0.09674461,0.0781552,0.004763834,0.0006523156,0.02225913,0.1533948,0.01684471,0.1316192,0.1439293,0.001844339],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5730187,0.001225092,0.2466393,0.1712939,0.005706344,0.001860584,0.00003790518,0.00002756612,0.0001906819],"genre_scores_gemma":[0.966313,0.0003023303,0.02956646,0.001922735,0.001840662,0.000008641768,0.00001563864,0.00001552119,0.00001501274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8495033,"threshold_uncertainty_score":0.9869009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5250177724856322,"score_gpt":0.6054967919252732,"score_spread":0.08047901943964098,"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."}}