{"id":"W4382394888","doi":"10.32920/23593200.v1","title":"Healthcare facility design, psychosocial wellbeing and health: A scientific approach to assess impact","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Health care; Rehabilitation; Mental health; Occupancy; Post-occupancy evaluation; Psychology; Nursing; Applied psychology; Medicine; Sociology; Engineering; Psychiatry; Physical therapy; Economic growth; Social science; Economics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.09836792,0.001566177,0.003385593,0.01422439,0.002387752,0.007353264,0.002576049,0.003792061,0.006780837],"category_scores_gemma":[0.129008,0.0007914618,0.003760303,0.01125788,0.01133199,0.004961864,0.006041197,0.003120805,0.0003592106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115608,"about_ca_system_score_gemma":0.01605957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113865,"about_ca_topic_score_gemma":0.01121016,"domain_scores_codex":[0.8832453,0.1013463,0.002047061,0.001770315,0.01065164,0.0009393962],"domain_scores_gemma":[0.8245404,0.1507803,0.01135173,0.005549383,0.006597206,0.001180987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009498801,0.001642025,0.08975849,0.01562712,0.00669107,0.0002490386,0.003911841,0.03154608,0.0004748599,0.4939859,0.01880853,0.3363552],"study_design_scores_gemma":[0.0009762529,0.003106919,0.07762829,0.00850931,0.003175651,0.0002127424,0.009880564,0.06704108,0.000848791,0.793774,0.03458849,0.0002578429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1280611,0.08821515,0.5710688,0.09090832,0.003829437,0.008966101,0.005907306,0.0003627634,0.1026811],"genre_scores_gemma":[0.7663079,0.02223415,0.1853622,0.005473388,0.002179302,0.01356282,0.0008504264,0.000109977,0.003919795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09836792,"threshold_uncertainty_score":0.5202255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8070836167618555,"score_gpt":0.5375268365997962,"score_spread":0.2695567801620593,"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."}}