{"id":"W2143169721","doi":"10.5770/cgj.17.93","title":"Precipitating and Predisposing Events and Symptoms For Admission to Assisted Living or Nursing Home Care","year":2013,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Dementia; Nursing homes; Severe dementia; Gerontology; Family medicine; Nursing; Psychiatry; Disease","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":[0.0003511551,0.0002526153,0.0002669511,0.0007714168,0.0006685405,0.0005447284,0.0004041562,0.000389406,0.003096293],"category_scores_gemma":[0.002201919,0.0001321774,0.0003140692,0.0006909144,0.000437315,0.0002571692,0.0009036728,0.0005047668,0.0002178323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129255,"about_ca_system_score_gemma":0.001651092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03939556,"about_ca_topic_score_gemma":0.06492302,"domain_scores_codex":[0.9994822,0.00007263589,0.00007926681,0.00006002416,0.0001269805,0.0001789558],"domain_scores_gemma":[0.9977113,0.0001843546,0.001168622,0.0000355094,0.0002130965,0.0006869706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002582039,0.00001318576,0.9993529,0.000009647913,0.00000640947,0.00009104504,0.00008036498,0.000009577929,0.00004393817,0.000004693111,0.00004127633,0.0003211958],"study_design_scores_gemma":[0.000001227581,0.00002564499,0.9994024,0.00000836932,0.00000278225,0.0002233832,0.0002616518,0.00002003858,0.00001353981,0.000006482289,0.00003324081,0.000001317477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990667,0.0002152857,0.00002282825,0.00004032088,0.000005453659,0.00002019963,0.0002404229,0.000001758718,0.0003870376],"genre_scores_gemma":[0.9995046,0.0001007008,0.00003872719,0.00001647532,0.000008289331,0.000008291711,0.0002454478,6.156153e-7,0.00007684381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03939556,"threshold_uncertainty_score":0.07833254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857527231328269,"score_gpt":0.3497537949832133,"score_spread":0.3211785226699306,"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."}}