{"id":"W4294202553","doi":"10.1192/j.eurpsy.2022.2186","title":"Suicide and Related Factors in Parkinson’s Disease","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apathy; Rating scale; Parkinson's disease; Psychology; Beck Hopelessness Scale; Hamilton Anxiety Rating Scale; Montreal Cognitive Assessment; Depression (economics); Anxiety; Logistic regression; Psychiatry; Internal medicine; Disease; Beck Depression Inventory; Medicine; Physical therapy; Clinical psychology; Cognition; Cognitive impairment; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004350734,0.00026253,0.000353972,0.001077193,0.0005440431,0.000486165,0.0002359684,0.0003623895,0.001712425],"category_scores_gemma":[0.001688836,0.0001292966,0.0004403063,0.0009595891,0.0002926197,0.0002101869,0.0003389046,0.0004606535,0.0001065987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773262,"about_ca_system_score_gemma":0.0002644206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141753,"about_ca_topic_score_gemma":0.002205561,"domain_scores_codex":[0.9996856,0.0001126194,0.00003944107,0.00005852685,0.00007355783,0.00003021105],"domain_scores_gemma":[0.9991708,0.0001831684,0.0004102323,0.00003532137,0.00008708291,0.0001134649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009681441,0.00006161322,0.9946009,0.00005810319,0.00008600692,0.0005259787,0.00009952649,0.00003273723,0.0000997457,0.00005137079,0.00008506038,0.004202237],"study_design_scores_gemma":[0.000006445646,0.000168482,0.9969689,0.00002656934,0.00004417567,0.002150597,0.0001268015,0.00009762005,0.00004603103,0.0001093909,0.0002514572,0.000003476525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957136,0.003074638,0.00008130838,0.00008115282,0.00001496023,0.00001989352,0.0002375075,0.00000358213,0.0007734682],"genre_scores_gemma":[0.9988862,0.0006999603,0.00006763134,0.0000187552,0.00001589056,0.000008353564,0.0001658085,5.942397e-7,0.0001369914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003141753,"threshold_uncertainty_score":0.006246924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138557379453685,"score_gpt":0.2483936134453868,"score_spread":0.2345378755000183,"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."}}