{"id":"W7096388899","doi":"","title":"Original Research Mental Health Service Use Among Adolescents and Young Adults With Major Depressive Disorder and","year":2015,"lang":"en","type":"article","venue":"","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Young adult; Depression (economics); Public health; Suicide prevention; Major depressive disorder; Mental health service; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007665089,0.0001612891,0.0002524116,0.001246805,0.0009124363,0.0009252668,0.0005161507,0.0002472715,0.003724316],"category_scores_gemma":[0.003741926,0.0001696366,0.0003650754,0.002642103,0.000336926,0.0002632584,0.0004422602,0.0004883428,0.0002778932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005523693,"about_ca_system_score_gemma":0.009053514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7989416,"about_ca_topic_score_gemma":0.8699178,"domain_scores_codex":[0.999198,0.00008233911,0.00009077208,0.00006964066,0.0003350929,0.000224221],"domain_scores_gemma":[0.9979419,0.000191329,0.0006344813,0.0000396468,0.0007485341,0.0004441707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001576952,0.00003387621,0.9924779,0.00008964775,0.00003697476,0.00002527507,0.0003865708,0.00001423788,0.00002373255,0.00002818141,0.001529786,0.005338104],"study_design_scores_gemma":[0.000003342386,0.000009647722,0.9984699,0.00006427716,0.00001152043,0.00003654966,0.0005528037,0.00001749292,0.0000100422,0.000004493179,0.0008187662,0.000001221959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802863,0.002536347,0.00005917294,0.0008400723,0.00006629368,0.0002762253,0.009291206,0.000006281239,0.006638077],"genre_scores_gemma":[0.9917156,0.002505563,0.0001801628,0.0003055104,0.0000437778,0.0001291221,0.00388283,0.000002788165,0.001234599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7989416,"threshold_uncertainty_score":0.404485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029179830122825,"score_gpt":0.3354303703910993,"score_spread":0.295138572089871,"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."}}