{"id":"W6908756205","doi":"10.26181/23528697","title":"The healthcare needs and general practice utilization of people with acquired neurological disability and complex needs: A scoping review","year":2022,"lang":"en","type":"article","venue":"La Trobe University","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Intervention (counseling); MEDLINE; Mental health; Needs assessment; General practice; Service (business); Service provider","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":[0.007546058,0.001066865,0.003609403,0.01466163,0.0009268284,0.003549525,0.001277065,0.002514329,0.002853373],"category_scores_gemma":[0.03486142,0.001033192,0.004425444,0.01680467,0.0009254761,0.002829186,0.00180479,0.001114734,0.0002374559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004706154,"about_ca_system_score_gemma":0.01431721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01864398,"about_ca_topic_score_gemma":0.03498596,"domain_scores_codex":[0.9936673,0.001991429,0.002249639,0.0004127652,0.001379836,0.0002989535],"domain_scores_gemma":[0.9701912,0.02282063,0.00432222,0.0002270503,0.00217207,0.0002669215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009025325,0.0000311136,0.002966733,0.8955868,0.003047384,0.0002233985,0.001498203,0.000157626,0.00009823646,0.0006387085,0.003431033,0.09223054],"study_design_scores_gemma":[0.00002955671,0.00007099826,0.007074758,0.9645817,0.008285888,0.0005527566,0.001571065,0.00007335958,0.00006243624,0.0002697906,0.01740287,0.00002480619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001679688,0.9969505,0.00006268253,0.0003772839,0.00008367914,0.0001334282,0.0001739406,0.000002650137,0.0005360756],"genre_scores_gemma":[0.009475589,0.9895647,0.0002284936,0.0002661057,0.00004289526,0.0002120744,0.0001289848,0.000001497799,0.00007975128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01864398,"threshold_uncertainty_score":0.03990781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0687580689507226,"score_gpt":0.3376017924846987,"score_spread":0.2688437235339761,"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."}}