{"id":"W2093548706","doi":"10.1136/bmj.321.7256.282","title":"Recent advances: Medical ethics","year":2000,"lang":"en","type":"article","venue":"BMJ","topic":"Ethics in medical practice","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Engineering ethics; Political science; Environmental ethics; Engineering; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02171044,0.000096938,0.0001732951,0.00002369623,0.001010248,0.000003973099,0.0003385678,0.001208182,0.132833],"category_scores_gemma":[0.1260721,0.00007880614,0.0000313969,0.0001835752,0.0002555544,0.0001464703,0.00008211588,0.01483824,0.01229835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008900197,"about_ca_system_score_gemma":0.002201751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005093658,"about_ca_topic_score_gemma":0.0004921341,"domain_scores_codex":[0.991705,0.005194024,0.0006153955,0.0002424738,0.00179232,0.0004507901],"domain_scores_gemma":[0.9720544,0.02664543,0.0001429383,0.0004716698,0.0002649972,0.0004206056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000115043,0.0001027717,0.00100857,0.0003057297,0.00001645864,0.0000873749,0.005260225,0.000004290318,0.000002228054,0.0319952,0.4440958,0.5170063],"study_design_scores_gemma":[0.0004150077,0.0000251697,0.0003341531,0.0003888443,0.000008777449,0.000006977446,0.001019443,0.00006983668,0.000001558078,0.02118906,0.9764455,0.00009567326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008581015,0.002104437,0.0003090891,0.3656965,0.001569255,0.0003776249,0.000002691358,0.0001347135,0.6289476],"genre_scores_gemma":[0.01853285,0.2904523,0.009910843,0.5905491,0.009028178,0.0005107143,0.00003939077,0.0001067222,0.08086992],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5480776,"threshold_uncertainty_score":0.9884707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2229715022637533,"score_gpt":0.6050522218057783,"score_spread":0.382080719542025,"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."}}