{"id":"W4400493009","doi":"10.1007/s00127-024-02728-9","title":"Mental health services use among learning disabilities: data from a population-based study","year":2024,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Learning disability; Epidemiology; Psychology; Population; Public health; Gerontology; Psychiatry; Medicine; Environmental health; Nursing","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":[0.001149491,0.0004803716,0.0008088864,0.002440534,0.0007812008,0.001407702,0.0008661345,0.0007997657,0.001162146],"category_scores_gemma":[0.003050911,0.0005742887,0.001207699,0.005185945,0.0005511729,0.001240855,0.001228273,0.0009482982,0.0003701503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155551,"about_ca_system_score_gemma":0.0009359524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07425616,"about_ca_topic_score_gemma":0.07847396,"domain_scores_codex":[0.9985342,0.000430937,0.0002436907,0.0003146103,0.0002958355,0.000180726],"domain_scores_gemma":[0.9973904,0.0005265989,0.0009263357,0.0002333573,0.0004769354,0.0004463637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008822618,0.00007678744,0.9985561,0.00001855097,0.0001578423,0.00005590067,0.0002105472,0.00002195851,0.00009835041,0.000008645098,0.0001413178,0.0005658434],"study_design_scores_gemma":[0.000009158667,0.00003748991,0.9992689,0.000005301241,0.00005634309,0.00006657822,0.0004112917,0.00003985715,0.00001736573,0.000004774451,0.00007868666,0.000004036131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965178,0.0001478675,0.0000587766,0.00003869318,0.000003467851,0.00002171319,0.002884384,0.00000317629,0.0003241994],"genre_scores_gemma":[0.9961283,0.000248221,0.000099476,0.0000632457,0.000009469622,0.00005445307,0.003161994,0.000003940007,0.0002306712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07425616,"threshold_uncertainty_score":0.1476479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181129635698965,"score_gpt":0.4350927198383906,"score_spread":0.3169797562684941,"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."}}