{"id":"W4221041733","doi":"10.1590/0102-311x00055621","title":"Behavioral risk factors for noncommunicable diseases associated with depression and suicide risk in adolescence","year":2022,"lang":"en","type":"article","venue":"Cadernos de Saúde Pública","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Saúde; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa e ao Desenvolvimento Científico e Tecnológico do Maranhão; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Depression (economics); Obesity; Vulnerability (computing); Suicide prevention; Suicide Risk; Risk factor; Substance use; Mental health; Poison control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768306,0.0002575417,0.0002693302,0.0005780314,0.0002456815,0.000534117,0.0002539658,0.0002824046,0.0009458362],"category_scores_gemma":[0.002187224,0.0002823225,0.0008111336,0.0005848006,0.0001673303,0.000202614,0.0003880349,0.0006354589,0.00009582303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529966,"about_ca_system_score_gemma":0.0005927885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02988121,"about_ca_topic_score_gemma":0.03420111,"domain_scores_codex":[0.9996998,0.0001122424,0.00003411924,0.00005808274,0.0000421379,0.00005362521],"domain_scores_gemma":[0.9991578,0.0001569077,0.0003910842,0.00007594118,0.00008728798,0.0001310798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001107945,0.00002718499,0.9985337,0.000007134784,0.00003877275,0.00001705922,0.00007389533,0.00002724561,0.00004944632,0.00004247994,0.00003411957,0.001137783],"study_design_scores_gemma":[0.000002836879,0.00002610848,0.9988793,0.0000195294,0.00004909825,0.00008253789,0.000190533,0.0005154139,0.00003060086,0.00007346717,0.0001288976,0.000001847569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998076,0.0004997947,0.0003426398,0.0001138119,0.000006289717,0.00002647603,0.0003587437,0.000004101768,0.0005721558],"genre_scores_gemma":[0.9991366,0.0002635147,0.000258618,0.00001804201,0.000003500006,0.00001304504,0.0001970826,0.00000120138,0.0001083461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02988121,"threshold_uncertainty_score":0.05941457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553318564530908,"score_gpt":0.2979992087309564,"score_spread":0.2724660230856473,"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."}}