{"id":"W1845195412","doi":"","title":"[Identification and management of violence in psychiatry: Nurse and patient perceptions of safety and dangerousness].","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprehension; Aggression; Feeling; Nursing; Psychiatry; Perception; Psychology; Suicide prevention; Vulnerability (computing); Poison control; Medicine; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00446912,0.0003057407,0.0002445954,0.0006454167,0.003827699,0.002115067,0.00116631,0.001383035,0.004736155],"category_scores_gemma":[0.01995921,0.0002350802,0.0003174401,0.0006943813,0.003076717,0.001810244,0.00169129,0.002146548,0.0006025255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004115321,"about_ca_system_score_gemma":0.01704001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1629959,"about_ca_topic_score_gemma":0.3052112,"domain_scores_codex":[0.9978001,0.001155996,0.0000698527,0.00005426884,0.0007220907,0.0001977604],"domain_scores_gemma":[0.9947161,0.001902831,0.0009986114,0.00009324337,0.001205637,0.001083627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001201531,0.0003706143,0.1517244,0.001693475,0.0000908239,0.001968364,0.3738913,0.0002807039,0.0005903195,0.003941159,0.1901146,0.2752141],"study_design_scores_gemma":[0.00007981862,0.0004391063,0.4670883,0.002599222,0.00006207927,0.002512012,0.3677173,0.0004234971,0.0001521383,0.002223857,0.1566082,0.00009462664],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6561587,0.0511201,0.003441552,0.170172,0.008689043,0.00106707,0.0008404471,0.0001530543,0.1083581],"genre_scores_gemma":[0.9236681,0.02083325,0.003829401,0.0337899,0.0008203432,0.0006802236,0.0003696533,0.0000591364,0.01594996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1629959,"threshold_uncertainty_score":0.3240943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487527764379392,"score_gpt":0.3481829998692294,"score_spread":0.3133077222254355,"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."}}