{"id":"W2884877336","doi":"10.21926/obm.geriatr.1803006","title":"Positive Life Experiences Following a Dementia Diagnosis","year":2018,"lang":"en","type":"article","venue":"OBM Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Clinical psychology; Cognitive impairment; Disease; Cognition; Quarter (Canadian coin); Psychology; Medicine; Gerontology; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003048205,0.0001420583,0.0002080031,0.0001678603,0.0002247488,0.00007678223,0.0001175925,0.00006553828,0.001996251],"category_scores_gemma":[0.0003847358,0.0001222244,0.0001596417,0.0005483289,0.0001080496,0.0001466513,0.0001091039,0.0001065027,0.0003612755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004127164,"about_ca_system_score_gemma":0.0001735516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003617035,"about_ca_topic_score_gemma":0.000003967923,"domain_scores_codex":[0.998422,0.00005919729,0.0002183457,0.0003160933,0.0005536997,0.0004306136],"domain_scores_gemma":[0.9991654,0.00009389342,0.00005493857,0.0001864083,0.0002128499,0.0002865545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002065319,0.000516283,0.9613122,0.0000385592,0.0004956554,0.0002015605,0.005203986,3.589984e-8,0.001655906,0.0001512092,0.01323971,0.01697838],"study_design_scores_gemma":[0.004942936,0.004379733,0.8746985,0.0001590291,0.001197062,0.0000343335,0.01163724,0.0001143627,0.06277066,0.0002628913,0.03915459,0.0006486617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793817,0.0007772227,0.001037466,0.0006955009,0.0005073277,0.000411919,0.000004159749,0.00006327614,0.01712138],"genre_scores_gemma":[0.9961002,0.0001302007,0.00112952,0.00104146,0.00062359,0.0002454148,0.00001604359,0.0000188479,0.0006946596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08661368,"threshold_uncertainty_score":0.9989161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825951234310861,"score_gpt":0.3163887157446124,"score_spread":0.2981292034015038,"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."}}