{"id":"W3084952107","doi":"10.3389/fpsyt.2020.558974","title":"Suicidality Assessment of the Elderly With Physical Illness in the Emergency Department","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Emergency department; Medicine; Medical emergency; Psychiatry; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002886406,0.0001183193,0.0002300985,0.00004709773,0.00004914657,0.000007483995,0.0002448665,0.00003189276,0.00005410062],"category_scores_gemma":[0.00001759149,0.00006045298,0.00009529802,0.0006152789,0.00009539977,0.00004486697,0.00004435498,0.000337502,0.000001413754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004075047,"about_ca_system_score_gemma":0.0002248184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003049213,"about_ca_topic_score_gemma":0.00006347671,"domain_scores_codex":[0.9984948,0.000207621,0.0002363969,0.0002256383,0.000590686,0.0002448511],"domain_scores_gemma":[0.999551,0.00001313865,0.00006826453,0.0002641153,0.0000423141,0.00006117143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002012267,0.0008502597,0.9797872,0.0001175028,0.0000518346,0.000006767786,0.0007074387,0.000006194629,0.00003517799,0.0003425896,0.01501384,0.00287992],"study_design_scores_gemma":[0.001717735,0.0009408898,0.9907969,0.0000582602,0.00006268069,0.00000235458,0.004112982,0.0004282567,0.0001002426,0.0008694917,0.0008288809,0.00008135131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768096,0.0001698415,0.001543437,0.01467184,0.0008547568,0.0008771184,0.000008318867,0.000007706662,0.005057435],"genre_scores_gemma":[0.997948,0.00002641034,0.001106265,0.0006399578,0.0001190905,0.00009356362,0.000007730204,0.000009745566,0.00004923586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02113845,"threshold_uncertainty_score":0.2465201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172482757679698,"score_gpt":0.3171225420014174,"score_spread":0.3053977144246204,"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."}}