{"id":"W4391428454","doi":"10.1097/wad.0000000000000609","title":"Compassion Versus Accuracy","year":2024,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Western University","funders":"","keywords":"Cognitive impairment; Cognition; Dementia; Neuropsychology; Operationalization; Mini–Mental State Examination; Clinical psychology; Psychology; Medicine; Psychiatry; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002071886,0.0002293689,0.0002139938,0.0001935574,0.0001563718,0.0001298833,0.0001157155,0.00007737006,0.002212586],"category_scores_gemma":[0.0003922941,0.0001948916,0.0002893267,0.0005558946,0.0001059495,0.0002358494,0.00008285566,0.0002963313,0.001033074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009064904,"about_ca_system_score_gemma":0.0003961249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004446436,"about_ca_topic_score_gemma":0.00001788455,"domain_scores_codex":[0.9979649,0.0001090213,0.0002386211,0.0004463914,0.0007106788,0.0005303638],"domain_scores_gemma":[0.9987453,0.0003290088,0.00004198341,0.0002392342,0.000110046,0.0005344345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00635846,0.004064317,0.4306205,0.0002921978,0.008468925,0.0007125807,0.0003267413,0.00001015642,0.00030648,0.00194762,0.1765746,0.3703174],"study_design_scores_gemma":[0.007942546,0.0005333117,0.8550166,0.0003844057,0.003818406,0.000001284805,0.0003084519,0.00298119,0.000144549,0.001076937,0.1273405,0.0004517933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7677724,0.02384,0.0002190816,0.02978743,0.003026954,0.02295628,0.0002907313,0.002608891,0.1494983],"genre_scores_gemma":[0.9965804,0.0002059051,0.00001320065,0.0003654966,0.00009441003,0.001555577,0.0003953027,0.00005049619,0.0007392582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4243962,"threshold_uncertainty_score":0.9997447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301146303137774,"score_gpt":0.3515452661022095,"score_spread":0.3214306357884321,"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."}}