{"id":"W2781478865","doi":"10.1097/nna.0000000000000582","title":"Suicide Prevention","year":2018,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Referral; Medicine; Mental health; Outreach; Family medicine; Suicide Risk; Nursing; Depression (economics); Suicide prevention; Poison control; Medical emergency; Psychiatry","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":[0.0007425363,0.00008133475,0.0001255486,0.00006794724,0.0001998931,0.00002644016,0.0001405415,0.00005339605,0.0002741352],"category_scores_gemma":[0.0000700216,0.00005419259,0.00008075259,0.0001207956,0.0001457188,0.0001249707,0.000004945557,0.0001567681,0.00007601272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005356031,"about_ca_system_score_gemma":0.00006719345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005823412,"about_ca_topic_score_gemma":0.00001816598,"domain_scores_codex":[0.9989966,0.0002036106,0.0003769277,0.00006813249,0.0002117305,0.0001430424],"domain_scores_gemma":[0.9990613,0.0001338336,0.0003996073,0.00014467,0.0002204388,0.000040141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0110794,0.004235121,0.01862724,0.00002950391,0.001569007,0.0001491232,0.1012282,0.00001415758,0.0364921,0.02535256,0.3707708,0.4304528],"study_design_scores_gemma":[0.004254797,0.02095116,0.8056058,0.0005622379,0.001618116,0.006476774,0.05130204,0.00014152,0.0270572,0.06464076,0.01668138,0.0007082617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612586,0.0008866665,0.003716849,0.00535424,0.002466176,0.0001082376,0.000001293047,0.00001773984,0.02619017],"genre_scores_gemma":[0.9968964,0.00002284715,0.0003189114,0.0001780361,0.00122511,0.000001114131,0.000001309735,0.000008850078,0.001347424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7869785,"threshold_uncertainty_score":0.3001589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019856843401469,"score_gpt":0.4275275337027075,"score_spread":0.3255418493625606,"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."}}