{"id":"W4381716513","doi":"10.1371/journal.pone.0287537","title":"Nurses’ experiences of using falls alarms in subacute care: A qualitative study","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eastern Health","keywords":"Thematic analysis; Psychological intervention; Qualitative research; Fall prevention; Poison control; Nursing; Suicide prevention; Medicine; Injury prevention; Human factors and ergonomics; Occupational safety and health; ALARM; Health care; Psychology; Medical emergency","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01378905,0.0007210493,0.001259135,0.001579834,0.007449646,0.004316001,0.002026393,0.002075001,0.002513149],"category_scores_gemma":[0.02403618,0.001056649,0.0005313005,0.001710168,0.007535328,0.004681583,0.006335859,0.00293059,0.000463394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005691366,"about_ca_system_score_gemma":0.005129831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009916839,"about_ca_topic_score_gemma":0.01888548,"domain_scores_codex":[0.9857264,0.01040618,0.0005002563,0.0006206595,0.001182798,0.001563769],"domain_scores_gemma":[0.9694251,0.02266901,0.002382516,0.0005801522,0.002191006,0.002752268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002759242,0.00003092168,0.001443376,0.0001081332,0.000002616269,0.0005274686,0.9957741,0.00001723362,0.0002775194,0.000160987,0.000151263,0.001478812],"study_design_scores_gemma":[0.000004099973,0.000069829,0.001329315,0.0001620014,0.000003401203,0.0002581812,0.9948403,0.00004816259,0.0001349085,0.00008117543,0.003057998,0.00001061558],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929661,0.00069069,0.001154012,0.001522951,0.00006134626,0.0001588704,0.0001146441,0.00001507536,0.003316427],"genre_scores_gemma":[0.9948119,0.001121715,0.0006586569,0.0007229832,0.00002565296,0.000271069,0.00005992297,0.00002372938,0.002304512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01378905,"threshold_uncertainty_score":0.07292438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1936034805773787,"score_gpt":0.4371949441429681,"score_spread":0.2435914635655894,"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."}}