{"id":"W6907603218","doi":"10.25384/sage.c.4118555.v1","title":"Geographic Clustering of Admissions to Inpatient Psychiatry among Adults with Cognitive Disorders in Ontario, Canada: Does Distance to Hospital Matter?","year":2018,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poisson regression; Cognition; Relative risk; Comorbidity; Psychiatric hospital; Liaison psychiatry; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005539516,0.0002112608,0.0002534225,0.0009416641,0.001416968,0.0008578165,0.0008904142,0.0002905074,0.001633881],"category_scores_gemma":[0.00375958,0.0002023383,0.0005126758,0.002554995,0.0007792781,0.0003856248,0.0009671708,0.0003783633,0.0001092837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01359871,"about_ca_system_score_gemma":0.01805793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9818294,"about_ca_topic_score_gemma":0.9886409,"domain_scores_codex":[0.9992146,0.00009790229,0.00008359632,0.0001313503,0.0002514726,0.0002210086],"domain_scores_gemma":[0.9965502,0.0002413871,0.001722121,0.0001050132,0.0008570324,0.0005243057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001539679,0.000005539617,0.9981364,0.00001821823,0.00003131013,0.00003268597,0.000319608,0.00008575824,0.00002738221,0.00003163462,0.0002430283,0.001053071],"study_design_scores_gemma":[0.000001732996,0.000006736666,0.9987423,0.00002203574,0.0000112203,0.00002651825,0.0008065865,0.0001601404,0.000009898312,0.00001605741,0.0001938745,0.000002937894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9962058,0.0005695038,0.0001347432,0.0004786441,0.00000801987,0.00001981311,0.001671693,0.000005964137,0.0009057429],"genre_scores_gemma":[0.999037,0.000206017,0.00008428295,0.00003745649,0.000004829734,0.000005970669,0.0004304466,0.000001256062,0.0001926947],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.0181706,"threshold_uncertainty_score":0.09866601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007429901703976604,"score_gpt":0.2398261369928305,"score_spread":0.2323962352888539,"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."}}