{"id":"W4387393318","doi":"10.1111/jep.13927","title":"Ethical evaluation in acute stroke decision‐making","year":2023,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"CLARITY; Transparency (behavior); Acute stroke; Medicine; Clinical Practice; Medical ethics; Ethical issues; Philosophy of medicine; Medical practice; Psychology; Engineering ethics; Medical education; Nursing; Alternative medicine; Psychiatry; Political science; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2055186,0.0007224442,0.0008914146,0.003329326,0.006350706,0.01209808,0.002926698,0.01376532,0.003893409],"category_scores_gemma":[0.2729392,0.0007008651,0.0008678247,0.002190694,0.1086032,0.01448893,0.01240995,0.01311136,0.000662929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009968537,"about_ca_system_score_gemma":0.03556041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122299,"about_ca_topic_score_gemma":0.002136936,"domain_scores_codex":[0.7037147,0.2640289,0.009274259,0.004019702,0.01632021,0.002642135],"domain_scores_gemma":[0.5229537,0.4228619,0.02200443,0.01090131,0.01673834,0.004540262],"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":[0.00005172351,0.00004336156,0.0009912859,0.0006826377,0.00001764723,0.0003801204,0.01602513,0.0006759383,0.0001131998,0.9555483,0.003194798,0.02227579],"study_design_scores_gemma":[0.00006678863,0.00007397206,0.0007180334,0.003172275,0.00002192911,0.001015069,0.008386931,0.001665519,0.0003183103,0.9470806,0.03743057,0.00005000262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02688202,0.01812506,0.2115687,0.5553173,0.002403252,0.001694387,0.00006871156,0.00009694764,0.1838437],"genre_scores_gemma":[0.8787908,0.005715769,0.08172856,0.02805453,0.001081389,0.001586282,0.00003371125,0.00003667829,0.002972233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2055186,"threshold_uncertainty_score":0.979737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5057663796375176,"score_gpt":0.6785227147304651,"score_spread":0.1727563350929475,"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."}}