{"id":"W4391807161","doi":"10.1016/j.hctj.2024.100041","title":"Psychosocial needs and outcomes of adults with spina bifida: A scoping review, 1974-2023","year":2024,"lang":"en","type":"article","venue":"Health Care Transitions","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Spina bifida; Psychosocial; Population; Gerontology; Medicine; Psychology; Family medicine; Psychiatry; Pediatrics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009496365,0.0001101401,0.0003580936,0.0002478652,0.0001325162,0.000008956861,0.00002557385,0.0000411663,0.00004458086],"category_scores_gemma":[0.00001009112,0.00008577794,0.00008585362,0.0006150109,0.00007559235,0.000100224,0.000003797463,0.0001429819,0.000009554863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004049526,"about_ca_system_score_gemma":0.0004712393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000160579,"about_ca_topic_score_gemma":0.0005171912,"domain_scores_codex":[0.9991473,0.00002282479,0.00033197,0.0001389717,0.0001789271,0.0001800188],"domain_scores_gemma":[0.9995313,0.00002554473,0.00004265962,0.0001438875,0.0001100002,0.0001466292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007343242,0.0004696716,0.003352254,0.7433611,0.0005963031,0.0001131186,0.1304875,0.000005580826,0.000100484,0.02218068,0.02816343,0.07043559],"study_design_scores_gemma":[0.00577545,0.005231751,0.1187104,0.8287215,0.001425745,0.0005697935,0.02667497,0.00007569428,0.00004339376,0.0001055185,0.01198886,0.0006768269],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2135128,0.5045652,0.008559558,0.2555476,0.0009557858,0.007982495,0.001238898,0.0006335998,0.007004133],"genre_scores_gemma":[0.9604283,0.02994311,0.001986534,0.006948175,0.0001190048,0.0002053685,0.0002775467,0.00002928966,0.00006266238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7469155,"threshold_uncertainty_score":0.3497923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596248657418418,"score_gpt":0.3497779674626943,"score_spread":0.3338154808885101,"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."}}