{"id":"W7126282508","doi":"","title":"Revisiting cultural issues in suicide rates","year":2025,"lang":"en","type":"article","venue":"Repository of the University of Primorsk (University of Primorska)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Suicide rates; Suicide prevention; Persistence (discontinuity); Poison control; Developed country; Epidemiology; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003480987,0.0001863181,0.0005998252,0.0003060537,0.0004010083,0.000004999426,0.001010054,0.0001631096,0.0001678019],"category_scores_gemma":[0.00006114363,0.0002008476,0.0003581632,0.0006126124,0.000823296,0.0002017568,0.0005635698,0.0002474311,0.000009448519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426634,"about_ca_system_score_gemma":0.0001189016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009526725,"about_ca_topic_score_gemma":0.0003512014,"domain_scores_codex":[0.9984803,0.0003544414,0.0002774377,0.0003576488,0.0002662818,0.0002639387],"domain_scores_gemma":[0.9983805,0.0002251015,0.0005033928,0.0005714608,0.0002742074,0.00004537756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009888299,0.0004191103,0.9100174,0.0005691872,0.0009780092,0.0001726644,0.03316442,0.0001544826,0.03006411,0.01235242,0.009525206,0.001594159],"study_design_scores_gemma":[0.001860344,0.00008051224,0.8984329,0.0003866577,0.0003230491,0.00001006789,0.08717544,0.00005920625,0.007399894,0.0003160244,0.003692686,0.0002632174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602355,0.001506008,0.0001458165,0.001340068,0.0003283229,0.0002716053,0.00001145639,0.00003500397,0.03612626],"genre_scores_gemma":[0.9796082,0.0001462251,0.001232735,0.00002285436,0.00002480995,4.650081e-8,0.000003010018,0.000007040962,0.01895504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05401103,"threshold_uncertainty_score":0.9970689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187277300283094,"score_gpt":0.273459492660973,"score_spread":0.2547317626326636,"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."}}