{"id":"W2803929909","doi":"10.1016/s2215-0366(18)30057-9","title":"Preventive strategies for mental health","year":2018,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":706,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Seventh Framework Programme; Instituto de Salud Carlos III; European Regional Development Fund; Horizon 2020 Framework Programme; FP7 Health; Innovative Medicines Initiative; Centro de Investigación Biomédica en Red de Salud Mental; Fundación Alicia Koplowitz; European Commission; Ministerio de Economía y Competitividad","keywords":"Psychological intervention; Mental health; Vulnerability (computing); Promotion (chess); Psychological resilience; Medicine; Psychiatry; Health promotion; Mental illness; Psychology; Public health; Nursing; Psychotherapist; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005424547,0.000396947,0.001230752,0.00005954752,0.0004718745,0.00007790923,0.0006290411,0.000186599,0.0004446293],"category_scores_gemma":[0.000003105093,0.0002400629,0.0006323588,0.0001815227,0.0001183164,0.00004303231,0.00005658086,0.0003440718,0.0005702417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007441024,"about_ca_system_score_gemma":0.0007460896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000132009,"about_ca_topic_score_gemma":0.00005308766,"domain_scores_codex":[0.9979254,0.0002464088,0.0005760067,0.0005006866,0.0001723605,0.0005791312],"domain_scores_gemma":[0.9988962,0.00005719992,0.000468363,0.000464931,0.00002905483,0.0000842425],"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":[0.00003361603,0.0001472258,0.000006214348,0.004150521,0.0003554537,9.826343e-8,0.0007167826,7.12068e-9,1.383285e-9,0.06235302,0.6975626,0.2346745],"study_design_scores_gemma":[0.0004863767,0.000108324,0.0001817328,0.008633707,0.000104325,0.0000160092,0.0004792098,6.918316e-8,1.686765e-9,0.01471529,0.9749998,0.0002751316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001622336,0.9584661,0.000116593,0.008370513,0.01531541,0.001757398,0.000632779,0.00008119213,0.01525835],"genre_scores_gemma":[0.000001573572,0.9760029,0.0004973055,0.002455442,0.01227853,0.0002333498,0.0005399073,0.00005358771,0.007937454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2774372,"threshold_uncertainty_score":0.9789479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07993148429519877,"score_gpt":0.4054817559945169,"score_spread":0.3255502716993181,"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."}}