{"id":"W4283023878","doi":"10.1111/sltb.12894","title":"Suicide exposure experience screener for use in therapeutic settings: A validation report","year":2022,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"Medical Research Council; University of New England","keywords":"Closeness; Distress; Clinical psychology; Concurrent validity; Suicide prevention; Psychology; Injury prevention; Human factors and ergonomics; Poison control; Medicine; Psychiatry; Psychometrics; Environmental health","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":[0.007982733,0.0005468962,0.0004104675,0.001135372,0.0006774831,0.0007361212,0.0005920891,0.0007622732,0.002732159],"category_scores_gemma":[0.01518297,0.0003463843,0.000670664,0.0005091818,0.0004844419,0.000592482,0.001043618,0.0009158136,0.001558379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004154324,"about_ca_system_score_gemma":0.001418392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309212,"about_ca_topic_score_gemma":0.002534651,"domain_scores_codex":[0.9955665,0.001837737,0.0008305063,0.0001804145,0.00136695,0.0002177997],"domain_scores_gemma":[0.9916531,0.00177121,0.001815822,0.0009546538,0.003123787,0.0006813942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007165443,0.004703524,0.9000084,0.0003336253,0.000125543,0.0003770432,0.003528733,0.0002584521,0.007997251,0.0002185268,0.002618082,0.07911416],"study_design_scores_gemma":[0.0001915034,0.007186546,0.9787672,0.0001449075,0.00007422733,0.001061522,0.001668033,0.000758609,0.004179947,0.0001025312,0.005838,0.0000271038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9805562,0.0001975859,0.004382822,0.000361456,0.00006014621,0.007441519,0.002067068,0.0000974214,0.004835823],"genre_scores_gemma":[0.970448,0.000473249,0.01170653,0.0004811193,0.00004836972,0.008219903,0.005010221,0.00003734868,0.003575155],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007982733,"threshold_uncertainty_score":0.0422172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100909684495583,"score_gpt":0.3848541532003332,"score_spread":0.2839444687047501,"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."}}