{"id":"W2110090879","doi":"10.1080/01612840490472147","title":"BARRIERS TO SUICIDE RISK MANAGEMENT IN CLINICAL PRACTICE: A NATIONAL SURVEY OF ONCOLOGY NURSES","year":2004,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Vignette; Psychological intervention; Medicine; Suicide prevention; Feeling; Family medicine; Descriptive statistics; Nursing; Intervention (counseling); Suicide Risk; Psychology; Poison control; Psychiatry; Medical emergency; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00459739,0.0001559592,0.0004985831,0.0003465007,0.0001263226,0.000007889024,0.00018044,0.0001123401,0.0001052021],"category_scores_gemma":[0.0008897757,0.0001676747,0.00004830456,0.0005390942,0.0001758523,0.00009747803,0.00004523564,0.0003497847,0.00006520903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446031,"about_ca_system_score_gemma":0.0002511407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01901176,"about_ca_topic_score_gemma":0.006948206,"domain_scores_codex":[0.9961997,0.001383677,0.001106934,0.0004303397,0.000373147,0.0005062423],"domain_scores_gemma":[0.998472,0.0007243587,0.0003166298,0.0001887757,0.00008746592,0.0002107877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003380732,0.00294079,0.6444709,0.00005232715,0.0001904833,0.000112027,0.1057585,0.0003396652,0.000002126593,0.006153723,0.01268264,0.2239161],"study_design_scores_gemma":[0.003579939,0.001282364,0.9318579,0.0002177201,0.00001407257,0.00001669012,0.05081804,0.000009465276,0.00001141595,0.002099406,0.009913827,0.0001792037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374376,0.005857063,0.00005128493,0.0155937,0.003675626,0.001283008,0.00007020646,0.00003417842,0.03599736],"genre_scores_gemma":[0.9869217,0.001147732,0.008172471,0.003460344,0.00007951677,0.00005359811,0.00002599928,0.00002046554,0.0001181485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287387,"threshold_uncertainty_score":0.9875208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020854646510556,"score_gpt":0.5515177601372347,"score_spread":0.4494322954861791,"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."}}