{"id":"W4389458765","doi":"10.7202/1108013ar","title":"Reflecting and Regretting","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Hebrew University of Jerusalem","keywords":"Wife; Dementia; Psychology; Medicine; Law; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377961,0.00007167796,0.0001264211,0.000296381,0.0002437376,0.00003203566,0.00009894811,0.000127197,0.000106724],"category_scores_gemma":[0.0001507445,0.00006807408,0.00003617465,0.0002743882,0.0001607219,0.00005024844,0.000008975831,0.0005423652,0.00005039789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000977872,"about_ca_system_score_gemma":0.0005732375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01366847,"about_ca_topic_score_gemma":0.05087629,"domain_scores_codex":[0.9990552,0.00009435242,0.0002780009,0.0001006127,0.0001049213,0.000366935],"domain_scores_gemma":[0.9989074,0.0001347586,0.0001811263,0.00009979364,0.00008639788,0.000590558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001325853,0.00005181719,0.2738442,0.0006510127,0.0004288686,0.005134674,0.1500414,0.0000100162,0.001561841,0.1775999,0.1678899,0.2226537],"study_design_scores_gemma":[0.005850245,0.003353466,0.2807904,0.002590854,0.0002434457,0.005706958,0.2228539,0.00009102782,0.002472754,0.03571299,0.438897,0.001437108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658592,0.001164556,0.00002558558,0.01095416,0.002527763,0.00008367812,0.00001355333,0.0000181384,0.01935337],"genre_scores_gemma":[0.9963146,0.00008840529,0.0002193688,0.001474771,0.000323727,7.431325e-7,0.000002277718,0.00001533594,0.001560722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271007,"threshold_uncertainty_score":0.9928996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032307611525397,"score_gpt":0.4461460231156258,"score_spread":0.2429152619630862,"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."}}