{"id":"W4285360584","doi":"10.46692/9781447359319.004","title":"From strategy to service: practices of identification and the work of organizing dementia services","year":2021,"lang":"en","type":"other","venue":"","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Alberta","funders":"","keywords":"Identification (biology); Dementia; Work (physics); Service (business); Process management; Business; Data science; Computer science; Engineering; Medicine; Marketing; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01469431,0.0008963469,0.0006537418,0.004833154,0.01784503,0.0205356,0.002190836,0.00574481,0.006189478],"category_scores_gemma":[0.01643964,0.0006252579,0.0005752367,0.00414371,0.0674723,0.01848055,0.01644652,0.003652603,0.001202337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01712638,"about_ca_system_score_gemma":0.01825739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02400694,"about_ca_topic_score_gemma":0.01818491,"domain_scores_codex":[0.9720214,0.02151869,0.0005828846,0.001416741,0.001908824,0.002551525],"domain_scores_gemma":[0.9935695,0.003342695,0.0007108969,0.0003390498,0.0006927812,0.001345096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000149804,0.00002501174,0.001205569,0.00007809028,0.000004799173,0.000429651,0.711759,0.000107221,0.0001495649,0.2706756,0.004057524,0.0114931],"study_design_scores_gemma":[0.000009265638,0.00003846816,0.001078364,0.0005484194,0.000006404528,0.0005176215,0.7158523,0.0003313888,0.0001705875,0.1045575,0.1768547,0.00003498527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2823426,0.01275343,0.04344707,0.1037436,0.001009587,0.0003841426,0.0001086378,0.0003088948,0.5559021],"genre_scores_gemma":[0.9803776,0.001806218,0.005343407,0.001600785,0.00006936738,0.000153669,0.00003414438,0.0000845031,0.01053027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02400694,"threshold_uncertainty_score":0.1242612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169064347694114,"score_gpt":0.4099423296536617,"score_spread":0.3582516861767206,"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."}}