{"id":"W3119212006","doi":"","title":"Supporting Canadian Seniors Through Improved Care Systems","year":2020,"lang":"en","type":"article","venue":"Insights (Essays)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Business","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":[0.009314232,0.0007601971,0.000478557,0.001896951,0.02614965,0.01464854,0.003623256,0.008018241,0.0159661],"category_scores_gemma":[0.01736604,0.0003944021,0.0007931991,0.003661774,0.008532273,0.004191345,0.007086789,0.007670382,0.0009186351],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1165774,"about_ca_system_score_gemma":0.4473127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838585,"about_ca_topic_score_gemma":0.9951323,"domain_scores_codex":[0.988262,0.001897079,0.0002703615,0.0003646684,0.0028767,0.006329177],"domain_scores_gemma":[0.9782012,0.001577574,0.0006750075,0.0003243541,0.0077106,0.01151117],"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":[0.00009434284,0.0002794875,0.009552901,0.0005378012,0.00006068155,0.0004157027,0.0223619,0.0003835396,0.0003262863,0.0512237,0.8326204,0.08214332],"study_design_scores_gemma":[0.00012136,0.00009124635,0.02701991,0.00106656,0.0001163163,0.0001082442,0.1001285,0.0002501995,0.0001831468,0.006318633,0.8644835,0.0001122438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02741646,0.007692852,0.0003700825,0.8263031,0.005943767,0.0001334434,0.0005553282,0.0000718564,0.1315131],"genre_scores_gemma":[0.5384918,0.02971664,0.004489825,0.3129261,0.003703111,0.0002800622,0.0007414992,0.0001086869,0.1095423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8834226,"threshold_uncertainty_score":0.8458325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04537248909019914,"score_gpt":0.3645027725828126,"score_spread":0.3191302834926135,"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."}}