{"id":"W4412152641","doi":"10.1007/s10615-025-01007-7","title":"Exploring Mental Health Symptoms Among Canadian Adolescents and Young Adults","year":2025,"lang":"en","type":"article","venue":"Clinical Social Work Journal","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Mental health; Developmental psychology; Clinical psychology; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001021539,0.0004102763,0.0004254654,0.002781025,0.005355678,0.001916369,0.00104048,0.0005537386,0.002192329],"category_scores_gemma":[0.002579141,0.0004351406,0.0008469816,0.004602989,0.0007415667,0.0006370619,0.001332666,0.001375492,0.0002302914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02941156,"about_ca_system_score_gemma":0.03292363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931961,"about_ca_topic_score_gemma":0.9974079,"domain_scores_codex":[0.9989944,0.00006310078,0.00006164952,0.00007325664,0.0003018713,0.000505641],"domain_scores_gemma":[0.9980968,0.000100563,0.0002586916,0.00002224906,0.0009766242,0.0005451114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002935395,0.00006856415,0.9875567,0.00003661386,0.00001950531,0.00009588052,0.006287273,0.00002108999,0.00009425091,0.0001058942,0.0008452369,0.004839551],"study_design_scores_gemma":[0.000004367406,0.00002753137,0.981384,0.00005369622,0.00001587068,0.00004952047,0.01723781,0.00002905395,0.00003177551,0.00001503655,0.001144315,0.000007099012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931092,0.0006441204,0.00003674844,0.0003929737,0.00001833918,0.00009244531,0.00151618,0.000003365567,0.004186612],"genre_scores_gemma":[0.9958561,0.001045767,0.0002011836,0.0003228417,0.00001024546,0.00008515392,0.001079526,0.000004049295,0.001395089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02941156,"threshold_uncertainty_score":0.2133968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06457963196713025,"score_gpt":0.3555205221410704,"score_spread":0.2909408901739401,"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."}}