{"id":"W2391454108","doi":"10.1016/j.eurpsy.2016.01.010","title":"Multimorbidity in affective disorders: Impact on length of stay","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Comorbidity; Depression (economics); Medicine; Bipolar disorder; Psychiatry; Logistic regression; Population; Personality disorders; Chronic pain; National Comorbidity Survey; Cross-sectional study; Personality; Internal medicine; Psychology; Cognition","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":[0.0008439855,0.0002017186,0.0003376242,0.0009894044,0.0008141707,0.0008169105,0.0004401403,0.000302872,0.003587054],"category_scores_gemma":[0.004703722,0.0001224799,0.000655862,0.001340005,0.0002572445,0.0003528965,0.0007156999,0.0007506612,0.0002006744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265921,"about_ca_system_score_gemma":0.001970556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1083566,"about_ca_topic_score_gemma":0.197078,"domain_scores_codex":[0.9991103,0.0002217984,0.0001245867,0.00009666066,0.0002315328,0.0002150765],"domain_scores_gemma":[0.9950632,0.0006837143,0.002132719,0.00009812115,0.0006433681,0.001378859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001975468,0.00001825012,0.997726,0.00001627018,0.00003950471,0.00002856268,0.00004076234,0.00002832295,0.00002769026,0.0000132352,0.0001386232,0.001902924],"study_design_scores_gemma":[3.55878e-7,0.000009402871,0.9997682,0.000008128068,0.000006019673,0.00003723749,0.00006100738,0.00004230185,0.000004351828,0.000007221811,0.00005463167,0.00000116828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937201,0.001441067,0.000122064,0.0006568616,0.0000266838,0.00003472578,0.001502683,0.000009845016,0.002486158],"genre_scores_gemma":[0.9991346,0.0002402401,0.00009772282,0.00005093982,0.00002197589,0.000007977375,0.0003100916,0.000001544442,0.0001348849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083566,"threshold_uncertainty_score":0.2154518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927283190926409,"score_gpt":0.324823229026774,"score_spread":0.3055503971175099,"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."}}