{"id":"W3157650032","doi":"10.1186/s12877-021-02235-5","title":"Health care transitions for persons living with dementia and their caregivers","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College; University of Waterloo","funders":"University of Waterloo; Alzheimer Society","keywords":"Dementia; Constructivist grounded theory; Dyad; Medicine; Gerontology; Context (archaeology); Nursing; Health care; Grounded theory; Qualitative research; Quality of life (healthcare); Psychology; Disease; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002446032,0.0002272171,0.000279261,0.0006639166,0.007778284,0.002939241,0.0008284848,0.0007110321,0.001148756],"category_scores_gemma":[0.005848835,0.0001847277,0.0003115599,0.0009406924,0.003397691,0.001663231,0.00275839,0.001365799,0.00007936802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01469919,"about_ca_system_score_gemma":0.024521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.375274,"about_ca_topic_score_gemma":0.625383,"domain_scores_codex":[0.9982939,0.0007973051,0.00008674029,0.00009516778,0.0002110727,0.0005157061],"domain_scores_gemma":[0.997586,0.000633713,0.000461953,0.000060175,0.0004231049,0.0008349873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000119969,0.0001489805,0.09615311,0.0004477163,0.00002578595,0.00192445,0.8454986,0.0001716425,0.0003200801,0.00310592,0.004943014,0.04714082],"study_design_scores_gemma":[0.00001196076,0.00008457451,0.07349321,0.0005775177,0.00001956473,0.0005631628,0.9053141,0.0001181815,0.0001081696,0.001331451,0.01835514,0.00002296923],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789553,0.004241668,0.0005765838,0.008973525,0.00008803041,0.000108566,0.0001400284,0.00001268428,0.006903665],"genre_scores_gemma":[0.9964254,0.001887819,0.0004510586,0.0005170671,0.00001012354,0.00003678292,0.0000574674,0.000002312487,0.000612006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.375274,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881833517968113,"score_gpt":0.2887513998346101,"score_spread":0.2699330646549289,"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."}}