{"id":"W4205442805","doi":"10.12968/indn.2022.1.23","title":"Suicide prevention: How nurses can make all the difference","year":2022,"lang":"en","type":"article","venue":"Independent Nurse","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Medical emergency; Family medicine; Nursing","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":[0.02679611,0.002203469,0.002410165,0.00153358,0.008769802,0.0158637,0.004398432,0.03879483,0.009949914],"category_scores_gemma":[0.07640687,0.001339924,0.002229974,0.0008426071,0.01176122,0.01914631,0.009816169,0.06434634,0.006842903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004737561,"about_ca_system_score_gemma":0.02777129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016996,"about_ca_topic_score_gemma":0.04529885,"domain_scores_codex":[0.9816478,0.008835848,0.001007711,0.0007931666,0.005701263,0.002014211],"domain_scores_gemma":[0.9276941,0.03378024,0.002493792,0.00213609,0.01659008,0.01730566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003519455,0.0001019787,0.0004394562,0.0004149935,0.00006116075,0.0002066647,0.002555438,0.00005981676,0.00009245316,0.004479902,0.9527341,0.038819],"study_design_scores_gemma":[0.0001139006,0.0001639945,0.001432176,0.004251286,0.00007873281,0.0006517812,0.01671882,0.0001965299,0.000159092,0.0298505,0.9462087,0.0001745596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002072904,0.01547648,0.0004860461,0.9360516,0.04300679,0.00001783636,0.00001028402,0.00006620725,0.004677558],"genre_scores_gemma":[0.005196503,0.0265194,0.001624783,0.9231813,0.03160351,0.0001783382,0.000033147,0.00009041034,0.01157251],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03879483,"threshold_uncertainty_score":0.141713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07736794867352766,"score_gpt":0.4054130437446691,"score_spread":0.3280450950711415,"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."}}