{"id":"W2142821510","doi":"10.1108/13595474200400037","title":"New Legislative Proposals for Women with Learning Disabilities and Mental Health Problems","year":2004,"lang":"en","type":"article","venue":"Tizard Learning Disability Review","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Learning disability; Legislation; Paternalism; Legislature; Autonomy; Mental health; Psychology; Mental Health Act; State (computer science); Affect (linguistics); Mental health law; Law; Political science; Developmental psychology; Psychiatry; Computer science","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":[0.003473679,0.0002013396,0.0005439263,0.00002182661,0.001069379,0.00007868079,0.0001357494,0.00007148097,0.0002280598],"category_scores_gemma":[0.001571033,0.0001624806,0.00005449642,0.0003525193,0.0006715832,0.0002737629,0.00003669446,0.0003954711,0.0000170905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007997208,"about_ca_system_score_gemma":0.0009698273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000969322,"about_ca_topic_score_gemma":0.003016857,"domain_scores_codex":[0.9972734,0.0007712899,0.0004932609,0.0004621659,0.0004026227,0.0005972962],"domain_scores_gemma":[0.9988196,0.0002831857,0.0002391425,0.0001640344,0.0001547183,0.0003393395],"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":[0.0001005834,0.000220443,0.04770808,0.01460142,0.00007213787,2.359541e-7,0.2617047,0.00007783969,0.000003516636,0.06765278,0.0006983583,0.6071599],"study_design_scores_gemma":[0.0005656889,0.001009653,0.0009164031,0.002926222,0.000007359354,0.000002055674,0.04557415,0.000003626404,8.364785e-7,0.003161328,0.9455752,0.0002575002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1326061,0.07914274,0.00200332,0.7605531,0.0002410624,0.01194693,0.00002172486,0.0009526547,0.01253245],"genre_scores_gemma":[0.9239066,0.06588136,0.002353179,0.001370721,0.0002820346,0.000553084,0.00003955796,0.00005165383,0.005561864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9448768,"threshold_uncertainty_score":0.8224905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05634680626797342,"score_gpt":0.379013405619426,"score_spread":0.3226665993514526,"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."}}