{"id":"W2081760282","doi":"10.1108/17530180200700007","title":"Improving the mental health of people with learning disabilities in Scotland: putting policy into practice","year":2007,"lang":"en","type":"article","venue":"Advances in Mental Health and Learning Disabilities","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"General partnership; Mental health; Context (archaeology); Learning disability; Quality (philosophy); Public relations; Mental health service; Psychology; Medical education; Nursing; Political science; Medicine; Psychiatry; Geography","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":[0.01687852,0.0004953787,0.0006606628,0.00217055,0.007626077,0.00848475,0.002323375,0.006391703,0.004326676],"category_scores_gemma":[0.05032763,0.00039794,0.0008735084,0.002044191,0.006493349,0.005877058,0.01227757,0.004893517,0.0004873433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02021978,"about_ca_system_score_gemma":0.1160216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2289014,"about_ca_topic_score_gemma":0.3284964,"domain_scores_codex":[0.9843387,0.007024169,0.0009847628,0.0003173368,0.002209708,0.0051254],"domain_scores_gemma":[0.9707809,0.01044572,0.003152124,0.0005475546,0.003676374,0.01139727],"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":[0.0003435493,0.0007323043,0.04313479,0.006228229,0.0001679598,0.00354394,0.05444462,0.002113006,0.001351092,0.1000484,0.2966148,0.4912773],"study_design_scores_gemma":[0.0006840833,0.002023772,0.1661996,0.01257858,0.0002758798,0.001359316,0.1726208,0.0015494,0.001171768,0.04485169,0.5962368,0.0004483681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0534058,0.01806757,0.0007125218,0.9059288,0.001960899,0.0001837069,0.0001744149,0.00008104143,0.01948532],"genre_scores_gemma":[0.7584133,0.059777,0.006135236,0.1629044,0.003536632,0.0004522345,0.000445796,0.00005097375,0.008284414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2289014,"threshold_uncertainty_score":0.4551381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551237990948096,"score_gpt":0.3928679189164404,"score_spread":0.3773555390069594,"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."}}