{"id":"W4406048357","doi":"10.1136/ebnurs-2024-104263","title":"Empowering parents with intellectual disabilities: key supports and challenges in Canada’s evolving child protection system","year":2025,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Key (lock); Intellectual disability; Psychology; Political science; Computer science; Computer security; Psychiatry","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":[0.0003146698,0.0002105096,0.0002715621,0.0002202173,0.0001819226,0.00005014141,0.0001145203,0.00007282911,0.0001031221],"category_scores_gemma":[0.0002245659,0.0001934785,0.0000302447,0.0002638552,0.00009418283,0.0002069639,0.00001494808,0.0002861689,0.000004299755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225997,"about_ca_system_score_gemma":0.0005500171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1996497,"about_ca_topic_score_gemma":0.4559545,"domain_scores_codex":[0.998363,0.0002092273,0.0003119277,0.0005241281,0.0002076341,0.0003840807],"domain_scores_gemma":[0.9989058,0.0005814116,0.00007360422,0.000320545,0.00004244682,0.00007622113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00248255,0.00066158,0.3976753,0.004173299,0.0003019739,0.000301238,0.1440613,0.0009870941,0.00005862693,0.002659648,0.001471724,0.4451657],"study_design_scores_gemma":[0.003081514,0.0007015512,0.5867043,0.1067045,0.0001452053,0.0002166646,0.2964811,0.002494996,0.001006962,0.00009262947,0.00140104,0.0009695273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642242,0.01763347,0.0005238272,0.0053271,0.001042738,0.0007837986,0.000002982629,0.0001005643,0.01036128],"genre_scores_gemma":[0.9995742,0.0001045164,0.00003239997,0.00006303082,0.00007341584,0.00008032336,0.000001999767,0.00002003343,0.00005004059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4441961,"threshold_uncertainty_score":0.8056799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796434319536431,"score_gpt":0.2945838003463797,"score_spread":0.2466194571510154,"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."}}