{"id":"W2301430687","doi":"10.4088/pcc.15m01784","title":"Psychiatric Rehospitalization","year":2015,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Logistic regression; Protocol (science); Mental health; Odds ratio; Risk assessment; Minimum Data Set; Emergency medicine; Psychiatry; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002090544,0.0005778422,0.0003859148,0.001817671,0.0009342075,0.0007751586,0.0006394744,0.000245619,0.003791342],"category_scores_gemma":[0.01032208,0.000151912,0.0007656913,0.00144601,0.0003908206,0.0003052407,0.001401682,0.0007399822,0.0006542494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005266385,"about_ca_system_score_gemma":0.008120978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1411979,"about_ca_topic_score_gemma":0.2418625,"domain_scores_codex":[0.9967554,0.0006879028,0.0006787515,0.0002315586,0.001150067,0.0004963234],"domain_scores_gemma":[0.9902017,0.0005539838,0.004131838,0.0002631788,0.003770064,0.001079317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001686382,0.0001340189,0.9281275,0.0005230342,0.000120951,0.0001583366,0.0003870529,0.0003512333,0.0002456931,0.0002948927,0.01131097,0.05817766],"study_design_scores_gemma":[0.00001047883,0.00009582542,0.9971684,0.0001753023,0.00002534311,0.0001434677,0.0003050043,0.0001882102,0.0001072202,0.00005444784,0.001717675,0.000008617546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231927,0.004964579,0.005342179,0.005247019,0.0003259459,0.008558028,0.04280444,0.0007791434,0.108786],"genre_scores_gemma":[0.97825,0.002139209,0.002786386,0.000779393,0.0001076984,0.001207085,0.01123985,0.00002819967,0.003462086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1411979,"threshold_uncertainty_score":0.280752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658555680805819,"score_gpt":0.3192046422713146,"score_spread":0.2926190854632564,"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."}}