{"id":"W4362601941","doi":"10.1176/appi.ps.20220332","title":"Virtual Acute Psychiatric Ward: Evaluation of Outcomes and Cost Savings","year":2023,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychiatry; Medicine; Psychology","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":[0.004465587,0.0006448901,0.0005508384,0.001278909,0.0003447286,0.001297533,0.000966268,0.0004543471,0.002365113],"category_scores_gemma":[0.01344749,0.0001658271,0.001263145,0.001138255,0.0005864255,0.0011465,0.001594284,0.0006134342,0.0001905823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004639908,"about_ca_system_score_gemma":0.002084382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006424653,"about_ca_topic_score_gemma":0.006107945,"domain_scores_codex":[0.9961579,0.002186662,0.0002721087,0.0002061073,0.0008615532,0.0003156934],"domain_scores_gemma":[0.9933473,0.00176049,0.002290067,0.0002383211,0.0007333138,0.001630505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08889963,0.01572493,0.5612865,0.001748809,0.003536564,0.0003797763,0.0005058018,0.01975731,0.0008255783,0.001734239,0.004610287,0.3009906],"study_design_scores_gemma":[0.008497853,0.1506425,0.7960074,0.0006390345,0.001393467,0.0006927439,0.001694999,0.03494699,0.001212908,0.001305439,0.002821966,0.0001446768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972378,0.0005497297,0.0002365727,0.0001702509,0.00003468598,0.000270417,0.0005179295,0.00001003145,0.0009725947],"genre_scores_gemma":[0.9984011,0.0002344794,0.0005048316,0.00004209962,0.00002997434,0.0001463131,0.0005197057,0.000002466844,0.0001189634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006424653,"threshold_uncertainty_score":0.03366506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343444623280203,"score_gpt":0.3856261720872303,"score_spread":0.3521917258544283,"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."}}