{"id":"W2951204601","doi":"10.7717/peerj.7108","title":"Engagement in physical activity, suicidal thoughts and suicide attempts among older people in five developing countries","year":2019,"lang":"en","type":"article","venue":"PeerJ","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Medicine; Suicide prevention; Injury prevention; Cross-sectional study; Public health; Suicidal ideation; Occupational safety and health; Poison control; Physical activity; Odds ratio; Psychological intervention; Gerontology; Depression (economics); Demography; Environmental health; Psychiatry; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008988155,0.0003896135,0.0003483172,0.001352035,0.0006534742,0.000639132,0.0003033494,0.0003602961,0.001046486],"category_scores_gemma":[0.001488068,0.0003236287,0.0005552703,0.001753623,0.0003984324,0.0003763509,0.0009725268,0.0005434311,0.0001406573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005344345,"about_ca_system_score_gemma":0.000561299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02232322,"about_ca_topic_score_gemma":0.02978743,"domain_scores_codex":[0.9996747,0.0001041724,0.00007194681,0.00003747103,0.00004812977,0.00006354839],"domain_scores_gemma":[0.9992043,0.00009203046,0.0004124836,0.00002368822,0.00009544908,0.0001720134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001726392,0.0000159655,0.998852,0.00002740369,0.00002603311,0.00004611824,0.0002720222,0.00001085393,0.00002044475,0.000008399533,0.00004671013,0.000656823],"study_design_scores_gemma":[0.000003019809,0.00004258104,0.9984647,0.00003499359,0.00002544634,0.00008455356,0.001215493,0.00002885214,0.00001147254,0.000007344364,0.00007969173,0.000001817267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998592,0.000425066,0.000021104,0.0000787246,0.000004109356,0.00001548452,0.0005364566,0.00000136863,0.000325545],"genre_scores_gemma":[0.9991053,0.0003940451,0.00006052872,0.00003968548,0.000003772363,0.00002407388,0.0003016682,4.074397e-7,0.00007045166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02232322,"threshold_uncertainty_score":0.04438657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151268374222449,"score_gpt":0.3334086395959118,"score_spread":0.3018959558536873,"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."}}