{"id":"W3197654403","doi":"10.12927/hcpol.2021.26575","title":"Personal Support Homes: An Innovative Approach to Reduce the Alternative Level of Care Population in Ontario Hospitals","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; Canadian Institute for Health Information","funders":"","keywords":"Christian ministry; Bedroom; Leverage (statistics); Business; Per capita; Municipal corporation; Corporation; Certification; Health care; Population; Operations management; Environmental health; Finance; Medicine; Geography; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008294315,0.0001720032,0.00007175468,0.0005336822,0.001901128,0.001638944,0.00113125,0.000574431,0.004773872],"category_scores_gemma":[0.002547048,0.00008741902,0.0002418417,0.0006235173,0.0007847142,0.0005696703,0.001872161,0.0003498943,0.0001658034],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02398229,"about_ca_system_score_gemma":0.0616954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5889539,"about_ca_topic_score_gemma":0.8404014,"domain_scores_codex":[0.9989262,0.0001926244,0.00003099827,0.00005822573,0.0004350907,0.0003568722],"domain_scores_gemma":[0.9985922,0.0001047921,0.0002555079,0.00005171978,0.0003039564,0.0006919173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003778238,0.001151536,0.294198,0.000882127,0.00009521849,0.001231142,0.008842994,0.007354336,0.00572054,0.03421557,0.09397464,0.5519561],"study_design_scores_gemma":[0.0002727289,0.001145727,0.6771975,0.0006481245,0.0000875402,0.0004336674,0.01812625,0.00770919,0.00201885,0.005250069,0.2870415,0.00006885784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855423,0.001340642,0.006613276,0.03820704,0.0001361016,0.0006355611,0.0005317546,0.0001996148,0.06679361],"genre_scores_gemma":[0.9823381,0.0007393098,0.004559034,0.001321633,0.00005207255,0.0001600452,0.000116503,0.000008960932,0.01070442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9760177,"threshold_uncertainty_score":0.8269337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.180915014079444,"score_gpt":0.462884935385351,"score_spread":0.281969921305907,"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."}}