{"id":"W2320883608","doi":"10.7748/ldp2010.02.13.1.18.c7540","title":"Learning disability nursing: how to refocus the profession","year":2010,"lang":"en","type":"article","venue":"Learning Disability Practice","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Learning disability; Nursing; Psychology; Medicine; Medical education; Psychiatry","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":[0.04933282,0.001685032,0.002395442,0.002462436,0.01242448,0.02019869,0.004973625,0.04636505,0.01770031],"category_scores_gemma":[0.09001105,0.0008619723,0.001747898,0.001277247,0.02857889,0.03075259,0.02204566,0.05779987,0.0100536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007904606,"about_ca_system_score_gemma":0.05802137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02698686,"about_ca_topic_score_gemma":0.05986385,"domain_scores_codex":[0.9717021,0.01420199,0.001706705,0.001744633,0.006747853,0.003896646],"domain_scores_gemma":[0.8668919,0.04491212,0.003030061,0.004325088,0.0283965,0.05244442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005244498,0.0002193254,0.0009008039,0.0008925835,0.00005683296,0.0003396071,0.006737773,0.0002424902,0.0001907663,0.0304523,0.8627213,0.09719384],"study_design_scores_gemma":[0.0001274882,0.0001513251,0.001165996,0.003350927,0.00003921208,0.0007761704,0.0252922,0.0003523763,0.00009827156,0.0819653,0.8864602,0.0002204976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002368974,0.01118305,0.001658028,0.9652187,0.01810833,0.00002689615,0.0000080534,0.0000699365,0.003490092],"genre_scores_gemma":[0.01933118,0.02673374,0.01291601,0.8966471,0.02583317,0.0003088898,0.00004405076,0.0002141921,0.01797164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04933282,"threshold_uncertainty_score":0.2609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509108805695748,"score_gpt":0.3533276659891719,"score_spread":0.3382365779322144,"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."}}