{"id":"W4415900006","doi":"10.1016/s2352-4642(25)00222-6","title":"Impaired expectations: the challenge of ableism in paediatrics","year":2025,"lang":"en","type":"review","venue":"The Lancet Child & Adolescent Health","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster Children's Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Ableism; Normative; Perspective (graphical); Norm (philosophy); Psychological resilience; Value (mathematics); Construct (python library)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01152198,0.0004144445,0.00216135,0.001105488,0.0009208434,0.004407633,0.001373815,0.004860574,0.004346486],"category_scores_gemma":[0.02742817,0.0003479629,0.0007700436,0.001700782,0.008281124,0.005737635,0.003781337,0.009756878,0.0005319709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004181452,"about_ca_system_score_gemma":0.01294756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183333,"about_ca_topic_score_gemma":0.01301544,"domain_scores_codex":[0.9921052,0.004793128,0.0006072294,0.0002594531,0.001853365,0.0003815726],"domain_scores_gemma":[0.9728905,0.02315429,0.001641752,0.0003529092,0.001330535,0.0006300636],"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":[0.00006565982,0.00005735402,0.001033565,0.02006199,0.00019008,0.0007458451,0.003655112,0.0004566891,0.0001094654,0.219234,0.08887138,0.6655189],"study_design_scores_gemma":[0.00005131273,0.00005378774,0.002268311,0.08040932,0.0001312486,0.001753739,0.003742308,0.0001160241,0.0001381718,0.1033367,0.8079343,0.00006478389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003566239,0.943234,0.0002326538,0.0516904,0.001069359,0.000004885344,0.00002038688,0.000003842018,0.003387977],"genre_scores_gemma":[0.01907775,0.9508071,0.0005355868,0.02609099,0.002663865,0.00003350444,0.0000272465,0.00001148672,0.0007524167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01152198,"threshold_uncertainty_score":0.06093478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09390999471085595,"score_gpt":0.4193107587670147,"score_spread":0.3254007640561588,"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."}}