{"id":"W2146254026","doi":"10.1017/s1041610212001895","title":"Gender differences in health service use for mental health reasons in community dwelling older adults with suicidal ideation","year":2012,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Suicidal ideation; Mental health; Mental health service; Psychiatry; Psychology; Gerontology; Suicide prevention; Clinical psychology; Medicine; Poison control; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009575593,0.0002000054,0.000262193,0.0003283556,0.0002103823,0.00004834511,0.0002682469,0.00008720499,0.0001637604],"category_scores_gemma":[0.00001628396,0.0001796312,0.00003967651,0.0003944849,0.00001833027,0.0004292458,0.00003143518,0.0002950408,0.00002157028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004871567,"about_ca_system_score_gemma":0.00005693784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01915568,"about_ca_topic_score_gemma":0.00934076,"domain_scores_codex":[0.9979436,0.0003534485,0.0006004769,0.0002742924,0.000281965,0.0005462016],"domain_scores_gemma":[0.9988859,0.0002931372,0.0003541292,0.0002174983,0.00007581778,0.0001735236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0011861,0.002006269,0.9656577,0.0001863016,0.00004322339,8.936702e-7,0.01954004,0.00001119563,0.00000138457,0.00261355,0.001184691,0.007568692],"study_design_scores_gemma":[0.004459705,0.0001890245,0.9902263,0.0001782499,0.000003511228,0.00001021683,0.003557654,0.000288701,0.000002246052,0.0001455268,0.0007681764,0.0001706396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896734,0.0006558339,0.001096922,0.004580049,0.001861289,0.001393956,0.0002265596,0.00003419365,0.0004778243],"genre_scores_gemma":[0.99467,0.0001370261,0.001521442,0.00231433,0.0002118824,0.0002360918,0.0007306627,0.00002689595,0.0001517094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456869,"threshold_uncertainty_score":0.9873759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08399452099864413,"score_gpt":0.406261076581401,"score_spread":0.3222665555827569,"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."}}