{"id":"W3008027813","doi":"10.1177/1178632920903731","title":"Predictors of Home Care Costs Among Persons With Dementia, Amyotrophic Lateral Sclerosis, and Multiple Sclerosis in Ontario","year":2020,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Amyotrophic lateral sclerosis; Medicine; Dementia; Population; Health care; Disease; Gerontology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001047434,0.0003271644,0.0007568679,0.0002192613,0.0001805163,0.00004559724,0.0002159559,0.000170931,0.00008754199],"category_scores_gemma":[0.000005923607,0.0002510021,0.00006849364,0.0005194351,0.0001785017,0.0003296501,0.000186304,0.0006101789,0.000007675177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057001,"about_ca_system_score_gemma":0.0004821871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2221505,"about_ca_topic_score_gemma":0.4705922,"domain_scores_codex":[0.9971991,0.0001465709,0.0006147981,0.000649013,0.0007287023,0.0006618664],"domain_scores_gemma":[0.9983581,0.0000504655,0.0002335718,0.0003450915,0.0001789088,0.0008338711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006831127,0.0001073497,0.9535846,0.001827437,0.00011657,0.00002480041,0.04155967,0.0000420851,0.001758968,0.000006724021,0.00002932976,0.0002593632],"study_design_scores_gemma":[0.004577559,0.001690378,0.987923,0.002810289,0.00005893862,0.000004076852,0.001304238,0.0009009044,0.0002142669,0.000002367601,0.0002994674,0.0002145708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944034,0.002715371,0.000003309808,0.001330617,0.00007027351,0.001254464,0.0000290869,0.00007136555,0.0001221339],"genre_scores_gemma":[0.9969644,0.0006700151,0.0003691641,0.00167919,0.00008608412,0.00004359666,0.0001044581,0.00005447399,0.00002860982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484417,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334073180489953,"score_gpt":0.2486597636033213,"score_spread":0.2153190317984217,"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."}}