{"id":"W1984427244","doi":"10.1080/13811118.2015.1004474","title":"The Relationship between Mood Instability and Suicidal Thoughts","year":2015,"lang":"en","type":"article","venue":"Archives of Suicide Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mood; Instability; Psychology; Poison control; Suicide prevention; Injury prevention; Human factors and ergonomics; Clinical psychology; Medical emergency; Medicine; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003237291,0.0001490189,0.0002812509,0.0002306484,0.0005765604,0.00004671213,0.0004777418,0.000079922,0.00001650117],"category_scores_gemma":[0.003206335,0.0001018652,0.00007732848,0.0004202778,0.001680963,0.00009915273,0.0004376648,0.0006918455,0.00007198054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000241233,"about_ca_system_score_gemma":0.0001193249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128466,"about_ca_topic_score_gemma":0.0007387882,"domain_scores_codex":[0.9965284,0.001362374,0.0004251923,0.0003916157,0.0006218132,0.0006705578],"domain_scores_gemma":[0.978568,0.02027322,0.00007843163,0.0006705561,0.0001683908,0.0002413937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002677818,0.00005357343,0.9588467,0.00001816104,0.00008438108,0.000004591058,0.008468015,6.216454e-7,0.0000504166,0.02607518,0.000597458,0.005533071],"study_design_scores_gemma":[0.0006443965,0.0002275427,0.867529,0.000006674182,0.00001272644,0.000004035972,0.0073194,0.000005788388,0.0002040502,0.123086,0.0008673316,0.00009305903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164343,0.003290896,0.00007040131,0.002247745,0.0001016923,0.0004031955,0.00001907087,0.00003481221,0.0773979],"genre_scores_gemma":[0.9976587,0.00006795742,0.0002446633,0.00001378874,0.000232065,0.0000617113,0.000007537883,0.00002053908,0.001693066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0970108,"threshold_uncertainty_score":0.6193577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2979257781968991,"score_gpt":0.45641954915401,"score_spread":0.1584937709571109,"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."}}