{"id":"W4290729758","doi":"10.1080/13548506.2022.2108081","title":"Accelerating progress towards improved mental health and healthy behaviours in adolescents living in adversity: findings from a longitudinal study in South Africa","year":2022,"lang":"en","type":"article","venue":"Psychology Health & Medicine","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Grand Challenges Canada; UK Research and Innovation; Wellcome Trust; Wellcome","keywords":"Psychological intervention; Mental health; Suicidal ideation; Food security; Environmental health; Psychology; Longitudinal study; Medicine; SAFER; Suicide prevention; Gerontology; Clinical psychology; Poison control; Psychiatry; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001519435,0.0003232238,0.0002860375,0.0007813966,0.001301625,0.001054899,0.0004251482,0.0004281148,0.0006435715],"category_scores_gemma":[0.003547142,0.0004208903,0.000580752,0.001105044,0.0005658986,0.0009388739,0.001312771,0.001057377,0.00011676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157237,"about_ca_system_score_gemma":0.001581234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09789833,"about_ca_topic_score_gemma":0.120775,"domain_scores_codex":[0.9995064,0.0001985289,0.00004246018,0.00006107226,0.00004162697,0.0001500177],"domain_scores_gemma":[0.9988948,0.0001836577,0.0004146467,0.00006418142,0.0001664838,0.0002763998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006199585,0.00006875338,0.987145,0.00003512855,0.00003397831,0.0002903029,0.01028043,0.00003125396,0.0002806699,0.00004470831,0.0001000285,0.001627684],"study_design_scores_gemma":[0.000005494174,0.00006629474,0.9893577,0.0000547378,0.00002330864,0.000120862,0.009909132,0.00007630652,0.00004769988,0.00002341313,0.0003093661,0.000005671114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995956,0.00009471455,0.0000327178,0.00007578255,0.000001822911,0.00001227633,0.00009738247,4.80343e-7,0.00008920881],"genre_scores_gemma":[0.999398,0.0002177893,0.0001072064,0.00004348103,0.000002082838,0.00003279317,0.0001067983,0.000001149544,0.00009077189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09789833,"threshold_uncertainty_score":0.194657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07117556617549245,"score_gpt":0.3838307662462144,"score_spread":0.3126552000707219,"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."}}