{"id":"W4390956931","doi":"10.5334/ijic.icic23262","title":"How Canadian caregivers of persons living with dementia are managing in a fragmented system","year":2023,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; St Joseph's Health Care; Alzheimer Society of Canada","funders":"","keywords":"Dementia; Action plan; Phone; Nursing; Health care; Psychology; Medicine; Gerontology; Disease; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003554323,0.0006602366,0.0006504423,0.001457142,0.03991341,0.009605428,0.003497293,0.001604539,0.005202313],"category_scores_gemma":[0.01139012,0.0006662358,0.0007110125,0.0037991,0.009330178,0.005249119,0.008569262,0.004017591,0.0005613388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08412649,"about_ca_system_score_gemma":0.1255137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804293,"about_ca_topic_score_gemma":0.9907477,"domain_scores_codex":[0.9946074,0.001280921,0.0002160356,0.0003672217,0.001250893,0.002277564],"domain_scores_gemma":[0.9923577,0.000465529,0.0007008876,0.0002368343,0.002951486,0.003287461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001020367,0.0001136443,0.06212878,0.0002661111,0.00004983566,0.00261271,0.8639571,0.0002065605,0.0003279265,0.005091152,0.03295249,0.03219163],"study_design_scores_gemma":[0.000009165481,0.00002840185,0.01994879,0.0002591276,0.00002482568,0.0004377037,0.9382027,0.00009150603,0.00004647576,0.0004965562,0.04040385,0.00005097023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897682,0.006473586,0.0007001181,0.03501778,0.0006038668,0.0002144653,0.0004638918,0.00005920489,0.06669886],"genre_scores_gemma":[0.9858403,0.003571241,0.0005011435,0.003940045,0.00004225969,0.00003935255,0.0002064519,0.0000255722,0.005833553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08412649,"threshold_uncertainty_score":0.6103833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044863995593579,"score_gpt":0.2650992666446434,"score_spread":0.2546506266887076,"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."}}