{"id":"W4404807516","doi":"10.1370/afm.22.s1.7127","title":"A portrait of primary care use in community dwelling persons with dementia in Quebec between 2018 and 2020","year":2024,"lang":"en","type":"article","venue":"","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portrait; Dementia; Primary care; Gerontology; Medicine; History; Art history; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004167447,0.0002460569,0.000201718,0.003346256,0.001658514,0.001253037,0.000852574,0.0005183408,0.004254193],"category_scores_gemma":[0.001303437,0.0001387415,0.000675925,0.00502226,0.0004379859,0.0007249287,0.0005763686,0.0007695184,0.0003774517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01539162,"about_ca_system_score_gemma":0.0110579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9711605,"about_ca_topic_score_gemma":0.9852591,"domain_scores_codex":[0.9995721,0.00004300512,0.00003075264,0.00005186008,0.0001113442,0.000191002],"domain_scores_gemma":[0.9978434,0.0001369122,0.0003955092,0.00004545456,0.001095291,0.000483419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178927,0.00006118709,0.9390916,0.0002606205,0.0001028636,0.0002853376,0.004814466,0.0004118645,0.0005755546,0.0007728019,0.02770476,0.0258011],"study_design_scores_gemma":[0.000003347265,0.00001680292,0.9888697,0.0001158728,0.00001136021,0.0001157672,0.003207269,0.0002364272,0.0000317397,0.00003362313,0.007346675,0.00001154953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676644,0.008884598,0.0009224305,0.007633137,0.0002790036,0.0002480944,0.08033665,0.0001900514,0.03384172],"genre_scores_gemma":[0.9768638,0.002886748,0.0006487322,0.0009220494,0.00005096356,0.0001403288,0.01472951,0.0000182688,0.003739656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02883947,"threshold_uncertainty_score":0.1116746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05095531487078699,"score_gpt":0.3427317332681044,"score_spread":0.2917764183973174,"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."}}