{"id":"W4307971719","doi":"10.1111/hex.13640","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":"review","venue":"Health Expectations","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Health care; Medicine; MEDLINE; Nursing; Needs assessment; Psychological intervention; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003979187,0.0002362276,0.001225128,0.00009021872,0.0006163273,0.00002218133,0.00007613106,0.00006578812,0.00007563012],"category_scores_gemma":[0.0006170903,0.0001513018,0.0001029079,0.00087107,0.0002313275,0.00008576085,0.00008041976,0.0002429906,5.103776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007414142,"about_ca_system_score_gemma":0.0006989609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002576892,"about_ca_topic_score_gemma":0.0003847966,"domain_scores_codex":[0.9973605,0.0008820001,0.000878852,0.0003033296,0.0003095649,0.0002657302],"domain_scores_gemma":[0.9975043,0.001151858,0.0007133189,0.0003515333,0.00009535126,0.000183645],"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":[0.0001261346,0.0002831032,0.001350918,0.3611713,0.0001192278,0.000001948062,0.00396333,0.000001024202,2.966145e-8,0.003312028,0.0005667253,0.6291042],"study_design_scores_gemma":[0.001206388,0.002446982,0.003192845,0.08089801,0.001158544,0.000288669,0.01198172,0.00008976363,1.42365e-8,0.00004270747,0.8983296,0.0003647683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008899131,0.9778858,0.00002826792,0.01656613,0.00005996755,0.005198842,0.00003210082,0.00003378607,0.0001060838],"genre_scores_gemma":[0.0002173052,0.9941593,0.0003043461,0.003939511,0.00003822309,0.0007822799,0.0005114246,0.00002538071,0.00002220065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8977628,"threshold_uncertainty_score":0.6169907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1709017804366166,"score_gpt":0.4477821123940823,"score_spread":0.2768803319574658,"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."}}