{"id":"W4396229409","doi":"10.1017/cjn.2024.62","title":"Integrated Care in Neurology: The Current Landscape and Future Directions","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"Servier; Brain Tumour Foundation of Canada; Weston Brain Institute; EMD Serono; Pfizer","keywords":"Integrated care; Variety (cybernetics); Health care; Face (sociological concept); Narrative review; Healthcare system; Neurology; Narrative; Order (exchange); Medicine; Business; Computer science; Intensive care medicine; Economic growth; Sociology; Psychiatry; Social science; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02337109,0.0006384036,0.00124556,0.002841623,0.003722179,0.01085655,0.002964613,0.006443946,0.008452157],"category_scores_gemma":[0.0274464,0.0004232101,0.001165265,0.004810994,0.00745222,0.01304132,0.006617057,0.009793202,0.0006239869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02398161,"about_ca_system_score_gemma":0.06789985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06751275,"about_ca_topic_score_gemma":0.1318206,"domain_scores_codex":[0.9897335,0.004465926,0.001033318,0.000668797,0.002515933,0.001582488],"domain_scores_gemma":[0.9509706,0.02812657,0.002810988,0.0007854333,0.009737881,0.007568462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000141648,0.0002095471,0.004472178,0.01463926,0.0001124581,0.0006053768,0.003067653,0.0009559512,0.0001844255,0.2065784,0.09606744,0.6729657],"study_design_scores_gemma":[0.00007570672,0.0002948703,0.007329533,0.07106659,0.0001402997,0.001410378,0.01098958,0.001319282,0.0001458608,0.1016072,0.8054721,0.0001485638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001076989,0.6335166,0.001089713,0.3567524,0.001915631,0.00004404634,0.00006579405,0.00003105763,0.005507817],"genre_scores_gemma":[0.03047798,0.9031848,0.005410361,0.05442212,0.005492635,0.0001361441,0.0001139233,0.00002432635,0.0007377961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06751275,"threshold_uncertainty_score":0.1739995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293461754786602,"score_gpt":0.2990078435964469,"score_spread":0.2696616681177867,"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."}}