{"id":"W4223971521","doi":"10.1016/j.jad.2022.04.067","title":"Is subthreshold depression in adolescence clinically relevant?","year":2022,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Concordia University; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Queen's University","funders":"","keywords":"Subthreshold conduction; Depression (economics); Psychiatry; Major depressive disorder; Comorbidity; Clinical psychology; Psychology; Medicine; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009557997,0.0003840508,0.001387198,0.0004584133,0.0001155819,0.00002449192,0.000532525,0.0002892478,0.001753745],"category_scores_gemma":[0.0001607614,0.0003001814,0.001032205,0.000624107,0.00007364789,0.00009328443,0.0001107201,0.001787956,0.00006878848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402784,"about_ca_system_score_gemma":0.0003523222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002232159,"about_ca_topic_score_gemma":0.00002402911,"domain_scores_codex":[0.9968109,0.0005526263,0.001351609,0.0004395504,0.0004952618,0.0003500317],"domain_scores_gemma":[0.99787,0.0004486511,0.001276753,0.0002191077,0.00005507371,0.0001304756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001373174,0.000951842,0.008456537,0.001229387,0.0002190632,0.0000627757,0.0005715108,0.00000103543,7.142141e-8,0.00009024958,0.01178439,0.9764958],"study_design_scores_gemma":[0.0009807562,0.0002336682,0.03274293,0.01055905,0.0001563355,0.0000684,0.0002697931,2.147155e-7,3.336306e-8,0.0007902221,0.9538523,0.0003463016],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002624359,0.988297,0.00002683424,0.0001897823,0.003380726,0.0004975288,0.00002531508,0.00001028886,0.007310079],"genre_scores_gemma":[0.001031632,0.9976976,0.00002835087,0.000343826,0.0003489153,0.00002184436,0.00001645188,0.00004656769,0.0004648248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9761495,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04729170093207846,"score_gpt":0.380710146390736,"score_spread":0.3334184454586575,"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."}}