{"id":"W4409686406","doi":"10.1016/j.ssmmh.2025.100450","title":"Examining interactions between chronic pain, positive mental health and coping on past-year suicidal ideation in a Canadian sample","year":2025,"lang":"en","type":"article","venue":"SSM - Mental Health","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Ottawa; University of Manitoba; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Suicidal ideation; Mental health; Chronic pain; Clinical psychology; Coping (psychology); Psychology; Psychiatry; Ideation; Suicidal behavior; Sample (material); Medicine; Suicide prevention; Poison control; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009451026,0.0001322048,0.0002779952,0.0004134574,0.0003337689,0.00001626789,0.0000309785,0.00004890545,0.00003196003],"category_scores_gemma":[0.0001000326,0.0001314274,0.00003515331,0.0002629339,0.00005263215,0.000082422,0.00001866641,0.0002621042,0.000005775437],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004353498,"about_ca_system_score_gemma":0.001312952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1471186,"about_ca_topic_score_gemma":0.1786232,"domain_scores_codex":[0.9984355,0.0003198296,0.0003722744,0.0002853619,0.0001510841,0.0004359292],"domain_scores_gemma":[0.9990799,0.0002813072,0.00008547509,0.0001151309,0.00002168225,0.0004164492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003090769,0.0003201286,0.73412,0.003204007,0.0001300217,0.00000249747,0.0462961,0.00001097635,0.0004664971,0.003151501,0.01002966,0.2019596],"study_design_scores_gemma":[0.002715162,0.004074465,0.9625544,0.003717916,0.00000743636,0.000003068874,0.02318003,0.0007885643,0.00003454609,0.0001589007,0.002580143,0.0001853473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627348,0.0006599099,0.0003367319,0.03279531,0.0003475064,0.001944416,0.0002123464,0.00003991632,0.0009290483],"genre_scores_gemma":[0.991969,0.0000874668,0.0004313425,0.005803685,0.0001191319,0.0000260836,0.001434384,0.00001320198,0.000115635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2284345,"threshold_uncertainty_score":0.9994686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041736570441473,"score_gpt":0.3540847932422272,"score_spread":0.3336674275378125,"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."}}