{"id":"W4386917914","doi":"10.1017/s147895152300127x","title":"Neuroticism as a moderator of symptom-related distress and depression in 4 noncancer end-of-life populations","year":2023,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Neuroticism; Medicine; Depression (economics); Distress; COPD; Disease; Moderation; Internal medicine; Clinical psychology; Psychology; Personality","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009548845,0.0001589444,0.0004393104,0.0002091571,0.00004760599,0.000006916401,0.00008067354,0.0001073139,0.0003127375],"category_scores_gemma":[0.0006670053,0.0001297973,0.00007880222,0.0006153862,0.000194651,0.0000856623,0.0001308843,0.0002456648,0.00001493817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116811,"about_ca_system_score_gemma":0.0001992666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004589869,"about_ca_topic_score_gemma":0.000103823,"domain_scores_codex":[0.9983221,0.0001173757,0.0004873765,0.0003339585,0.000449368,0.0002898564],"domain_scores_gemma":[0.9988144,0.0001378255,0.0001882307,0.0002059584,0.0004652884,0.0001882939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002394823,0.00006026682,0.9811466,0.0003485922,0.00005182215,0.00005497935,0.007395651,0.0001914033,0.008763936,0.0002192473,0.00008711834,0.00144088],"study_design_scores_gemma":[0.001542891,0.000187573,0.9899789,0.0006378343,0.00003683093,8.692373e-7,0.00200217,0.001985161,0.003239364,0.0002705063,0.00001094414,0.0001069187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976272,0.0004524879,0.0000268337,0.000338165,0.00006264577,0.0006424529,0.0002217953,0.00003182146,0.0005965773],"genre_scores_gemma":[0.9991776,0.0002114653,0.00006923171,0.00005220125,0.00002310017,0.00007963602,0.0002377773,0.00002703842,0.0001219929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008832316,"threshold_uncertainty_score":0.5292981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574556572303822,"score_gpt":0.3746885192056336,"score_spread":0.3189429534825954,"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."}}