{"id":"W4403880424","doi":"10.1192/j.eurpsy.2024.1782","title":"Suicidal transition rates and their predictors in the adult general population: a repeated survey over 21 years in France","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Suicidal ideation; Demography; Depression (economics); Odds ratio; Confidence interval; Population; Suicide prevention; Medicine; Poison control; Injury prevention; Body mass index; Psychology; Psychiatry; Environmental health; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358622,0.0003155762,0.0004147585,0.001546791,0.0003413754,0.001016527,0.0004240279,0.0008029756,0.000838865],"category_scores_gemma":[0.002189869,0.0002316548,0.0007772793,0.001018691,0.0002924831,0.0005013676,0.0005298235,0.0005313222,0.0002748519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366437,"about_ca_system_score_gemma":0.0005409167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1028845,"about_ca_topic_score_gemma":0.06957632,"domain_scores_codex":[0.9992129,0.0002800245,0.00008420572,0.000167392,0.0001324297,0.000123019],"domain_scores_gemma":[0.9985172,0.0002138811,0.0006443269,0.0000888345,0.0002801361,0.0002556523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003160371,0.00001955713,0.9988098,0.000006788032,0.00005383674,0.00002743049,0.0001276383,0.00004285883,0.0000406326,0.000006094858,0.00008034491,0.0007534185],"study_design_scores_gemma":[0.000001581373,0.00003288045,0.9996364,0.000003315368,0.000006495232,0.0000418059,0.0001294652,0.00006114465,0.000006449432,0.000002988042,0.00007553527,0.000001925293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987462,0.0002484041,0.00005467939,0.00005691844,0.000003675097,0.00000867141,0.0006988704,0.000006645191,0.0001759431],"genre_scores_gemma":[0.9988797,0.0001458218,0.00006967825,0.0000261453,0.000004564295,0.00001118897,0.0007037335,0.000001283943,0.0001578421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1028845,"threshold_uncertainty_score":0.2045713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550063018483935,"score_gpt":0.2810634129813538,"score_spread":0.2655627827965145,"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."}}