{"id":"W3019799001","doi":"10.1016/j.jadohealth.2020.01.022","title":"Depressed Individuals and Depressed Populations","year":2020,"lang":"en","type":"letter","venue":"Journal of Adolescent Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mental Health Research Canada; Public Health Ontario; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Psychology; Psychiatry; Medicine; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430949,0.0003355764,0.0007729915,0.0007128168,0.005747379,0.002329809,0.0008238629,0.02094896,0.02071372],"category_scores_gemma":[0.008271175,0.0004763447,0.0004590122,0.0004799734,0.001433143,0.002080025,0.002278555,0.01047645,0.003797844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366492,"about_ca_system_score_gemma":0.004374643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02445232,"about_ca_topic_score_gemma":0.07754383,"domain_scores_codex":[0.9991203,0.0002659276,0.00008876363,0.00008192651,0.0001168531,0.0003263011],"domain_scores_gemma":[0.995326,0.001287693,0.0002997103,0.0001158145,0.000416819,0.002553951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000188147,0.0002076016,0.03344927,0.00008844948,0.0000200505,0.009715142,0.001205732,0.00003423202,0.0003032848,0.004761993,0.9187106,0.03131555],"study_design_scores_gemma":[0.0006714703,0.000355613,0.1389995,0.001859929,0.000128472,0.01457238,0.01619807,0.0005488033,0.0002610795,0.01448466,0.8118027,0.0001171578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0141302,0.002412303,0.00005859071,0.936161,0.0121692,0.00004967652,0.0001286474,0.00002043569,0.03486994],"genre_scores_gemma":[0.06527017,0.003182815,0.0001782821,0.8467999,0.02738461,0.0001651154,0.0001072685,0.00002125528,0.05689065],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02445232,"threshold_uncertainty_score":0.06929427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081171317490803,"score_gpt":0.4053402742599419,"score_spread":0.2972231425108616,"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."}}