{"id":"W3197856704","doi":"10.1503/cmaj.79701","title":"Mortality risk of patients in home care is modifiable","year":2021,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging","funders":"","keywords":"Palliative care; Focus (optics); Work (physics); Medicine; Risk assessment; Data science; Gerontology; Computer science; Nursing; Computer security","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":[0.001549207,0.000229066,0.0007702436,0.0006490026,0.001625583,0.0009860571,0.0005574373,0.00608559,0.003044419],"category_scores_gemma":[0.01689759,0.0002167248,0.0007044708,0.001022687,0.0008605135,0.001138503,0.0004422906,0.008148784,0.000947731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481329,"about_ca_system_score_gemma":0.00274722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04726682,"about_ca_topic_score_gemma":0.09980291,"domain_scores_codex":[0.9989742,0.0002319709,0.0001427121,0.0001229722,0.0003540176,0.0001741913],"domain_scores_gemma":[0.9940201,0.002940688,0.0006784664,0.0002365461,0.001137972,0.000986251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004269799,0.0001808775,0.3239836,0.0002415986,0.0001118677,0.006745208,0.0008905946,0.00042202,0.0007718957,0.00373464,0.5589623,0.1035285],"study_design_scores_gemma":[0.0003508568,0.0007114072,0.5667437,0.002491909,0.0003546776,0.01477773,0.002614362,0.005088869,0.0009343114,0.02492915,0.3806708,0.0003322453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02611456,0.004408016,0.0003766927,0.9493408,0.006643406,0.00002666759,0.0006954058,0.00005546038,0.01233895],"genre_scores_gemma":[0.3689342,0.008095071,0.001562007,0.5326867,0.07668442,0.0001064999,0.0009419341,0.0000717941,0.01091739],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04726682,"threshold_uncertainty_score":0.09398335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114270083703402,"score_gpt":0.2452231733424269,"score_spread":0.2337961649720867,"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."}}