{"id":"W2014172961","doi":"10.1080/13607860600641200","title":"Age, gender, and the underutilization of mental health services: The influence of help-seeking attitudes","year":2006,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":886,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Openness to experience; Help-seeking; Mental health; Marital status; Psychology; Specialty; Clinical psychology; Young adult; Medicine; Psychiatry; Social psychology; Population; Developmental psychology","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":[0.001169698,0.0002121882,0.0001770128,0.0005343783,0.0003339706,0.0007061418,0.0001721428,0.0003881458,0.002800548],"category_scores_gemma":[0.006279188,0.0001494916,0.000371613,0.0003487956,0.0004015155,0.0004970865,0.000347927,0.0004310641,0.000285155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190484,"about_ca_system_score_gemma":0.0003479482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137971,"about_ca_topic_score_gemma":0.00585491,"domain_scores_codex":[0.9995241,0.0002201678,0.00003953938,0.0000509229,0.00009036579,0.00007491123],"domain_scores_gemma":[0.9956369,0.001879205,0.001355189,0.0001357912,0.0002043853,0.000788548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160008,0.00008977862,0.99619,0.000006846075,0.00003175862,0.00004526911,0.0004568248,0.00001352559,0.0001101403,0.00004121976,0.00005119678,0.002847407],"study_design_scores_gemma":[0.000002512228,0.00009267443,0.9990135,0.000006945381,0.000017553,0.00008761103,0.00051208,0.0000828742,0.00003489146,0.00004182753,0.0001053111,0.000002276398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986826,0.0003728451,0.00003995889,0.0001113624,0.000009199148,0.000003348089,0.00003022233,0.000001325253,0.0007493212],"genre_scores_gemma":[0.9995347,0.0001228958,0.00003124195,0.00004119637,0.000009371593,0.000002089947,0.00001992001,0.000001063969,0.0002374663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003137971,"threshold_uncertainty_score":0.009368777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428172793993252,"score_gpt":0.3814834300946804,"score_spread":0.3472017021547479,"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."}}