{"id":"W1994629610","doi":"10.1016/j.smrv.2014.10.004","title":"The insomnia and suicide link: toward an enhanced understanding of this relationship","year":2014,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Sleep and related disorders","field":"Psychology","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Insomnia; Psychology; Cognition; Intervention (counseling); Suicide prevention; Clinical psychology; Human factors and ergonomics; Poison control; Psychiatry; Medicine; Medical emergency","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003407559,0.0005912851,0.003018793,0.0002999625,0.0002748062,0.00001866903,0.0005676728,0.0007071249,0.0005899602],"category_scores_gemma":[0.001277713,0.0003041465,0.0004328355,0.0006937578,0.0006573259,0.00006281571,0.00006931085,0.001118059,0.0002594053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108365,"about_ca_system_score_gemma":0.00005964721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007330918,"about_ca_topic_score_gemma":0.00004575442,"domain_scores_codex":[0.9946045,0.001905864,0.002082385,0.0006385638,0.0003115269,0.0004571647],"domain_scores_gemma":[0.9949797,0.002024871,0.001548036,0.001169785,0.00005741686,0.0002201633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008796025,0.00002840573,0.00001653822,0.005319886,0.0003863226,0.000002048765,0.001405543,5.699071e-8,1.444875e-7,0.01807182,0.004271497,0.970489],"study_design_scores_gemma":[0.0006742307,0.0002515059,0.000008498111,0.01972039,0.003322317,0.00002760796,0.0005050335,0.000002184842,5.423985e-8,0.001274275,0.9739159,0.0002979588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001897809,0.9601443,0.001740545,0.000527883,0.001621154,0.001907561,0.00000420138,0.00004767689,0.03400471],"genre_scores_gemma":[0.00008721353,0.9975869,0.00005648927,0.0001600026,0.0005730811,0.0001888845,0.00009410555,0.00007999803,0.00117334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.970191,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1922197408958783,"score_gpt":0.4246181941183851,"score_spread":0.2323984532225068,"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."}}