{"id":"W1881715454","doi":"10.14740/jocmr2311w","title":"Characterization of Older Emergency Department Patients Admitted to Psychiatric Units","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Urinalysis; Emergency department; Mania; Suicidal ideation; Depression (economics); Medical diagnosis; Emergency medicine; Bipolar disorder; Medical history; Psychiatry; Pediatrics; Internal medicine; Poison control; Urine; Injury prevention; Mood; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004323884,0.0001894547,0.0003146341,0.00146392,0.0004535483,0.0006234953,0.0003157739,0.0004043263,0.001478195],"category_scores_gemma":[0.00373985,0.0001584403,0.0002496663,0.001037233,0.0002775169,0.0006601495,0.0005969731,0.0004334257,0.0001964327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000408184,"about_ca_system_score_gemma":0.0004604909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233773,"about_ca_topic_score_gemma":0.003015216,"domain_scores_codex":[0.9994982,0.00008413118,0.0001382702,0.00007001364,0.0001145827,0.00009471454],"domain_scores_gemma":[0.9975655,0.0003026006,0.001361303,0.00004653581,0.0003070822,0.0004170654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003346739,0.00001859422,0.9985757,0.00001188514,0.000004932812,0.0002775305,0.0001221308,0.00001903795,0.00009359267,0.000007885845,0.00007839509,0.0007567423],"study_design_scores_gemma":[0.000003675828,0.0001230388,0.9965146,0.00002624203,0.000007494742,0.001930164,0.0009714498,0.0001390037,0.00006711746,0.00001734055,0.0001959842,0.000003807929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989299,0.0001978202,0.00004809089,0.00007225139,0.00000582763,0.00001783621,0.0002521573,0.000003589864,0.0004725676],"genre_scores_gemma":[0.9993236,0.0001532416,0.0001098778,0.00004159896,0.00001194994,0.00001119626,0.0002893315,0.000001228269,0.00005807046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00233773,"threshold_uncertainty_score":0.00494504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3989750813005309,"score_gpt":0.6087155542151098,"score_spread":0.2097404729145789,"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."}}