{"id":"W2802136038","doi":"10.2307/25515508","title":"The Demented Cycle","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Irish Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0007910367,0.00009758681,0.000158953,0.00005766248,0.001221687,0.00003701902,0.000310944,0.00002767215,0.00005405435],"category_scores_gemma":[0.00007043249,0.00005020399,0.00007489632,0.0001187781,0.0003354632,0.00004123082,0.00001716131,0.0002401282,0.00006597466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000378847,"about_ca_system_score_gemma":0.0004374363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02024547,"about_ca_topic_score_gemma":0.2947088,"domain_scores_codex":[0.99894,0.00009763299,0.0003266565,0.00007369127,0.0001522578,0.0004097465],"domain_scores_gemma":[0.9990709,0.0001123955,0.0002184257,0.0001875929,0.000159414,0.0002512257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519068,0.0001043254,0.01891852,0.00004237009,0.002520323,0.0004347219,0.06048328,0.0001030708,0.00002729523,0.02874547,0.872696,0.01577275],"study_design_scores_gemma":[0.005354146,0.001507399,0.2688574,0.000411296,0.0003557598,0.0007629903,0.1756216,8.314351e-7,0.0002461242,0.04261601,0.5038473,0.0004191837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727837,0.03607605,0.00001933947,0.05331219,0.004334566,0.0003074715,0.00001616085,0.000009347798,0.03314119],"genre_scores_gemma":[0.9956359,0.0005869964,0.00002649398,0.002181382,0.0003029637,0.000006423043,3.725422e-7,0.000009956969,0.001249539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3688487,"threshold_uncertainty_score":0.9862788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973756569562664,"score_gpt":0.368039429344154,"score_spread":0.3083018636485274,"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."}}