{"id":"W6902121136","doi":"10.6084/m9.figshare.21069916","title":"Place of care and costs associated with acute episodes and remission in bipolar I disorder","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bipolar disorder; Inpatient care; Ambulatory care; Retrospective cohort study; Acute care; Health plan; Charlson comorbidity index; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007514926,0.0002188829,0.0003929446,0.001837328,0.0006600957,0.001455492,0.0006801316,0.0005391527,0.001884538],"category_scores_gemma":[0.008881953,0.0003342509,0.0006482033,0.004149214,0.0003755625,0.001031276,0.001248564,0.001092558,0.0001914622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127575,"about_ca_system_score_gemma":0.0008872201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0266215,"about_ca_topic_score_gemma":0.03088775,"domain_scores_codex":[0.9977707,0.0006772743,0.0004312159,0.0002537689,0.0004385654,0.0004286167],"domain_scores_gemma":[0.9901868,0.001152901,0.007237058,0.0001660152,0.0004870317,0.0007702449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050692,0.0000370327,0.9970731,0.00001810717,0.00005548884,0.0001009622,0.000102161,0.0001193273,0.00001320852,0.0001151668,0.0003166564,0.001943722],"study_design_scores_gemma":[0.000007411301,0.00003933615,0.9982785,0.00004000853,0.00002312358,0.0003020531,0.0005322511,0.0004266783,0.00001297196,0.0001132938,0.000215767,0.000008482258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958556,0.0009665965,0.00009380648,0.0003097916,0.00001246397,0.00001516827,0.001757529,0.0000031453,0.0009858189],"genre_scores_gemma":[0.9980121,0.0003863458,0.0001019946,0.00005068837,0.00003471533,0.00001385633,0.001305168,0.000003867915,0.00009121775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0266215,"threshold_uncertainty_score":0.0529331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061697105204032,"score_gpt":0.248345167132317,"score_spread":0.2377281960802767,"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."}}