{"id":"W4386284087","doi":"10.32920/24050706.v1","title":"Nurses' experiences with patient safety incidents in long-term care","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Laurentian University","funders":"","keywords":"Patient safety; Nursing; Safety culture; Qualitative research; Psychology; Population; Medicine; Health care; Environmental health; Management; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006781564,0.0003441869,0.0004747914,0.0004905699,0.005636748,0.003699932,0.001203167,0.001409105,0.002138563],"category_scores_gemma":[0.02204843,0.0004856182,0.0003349913,0.0005832535,0.005274032,0.002612032,0.005533183,0.002690207,0.0003054459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003605492,"about_ca_system_score_gemma":0.003670515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505907,"about_ca_topic_score_gemma":0.03222162,"domain_scores_codex":[0.9924333,0.005227826,0.0002803028,0.0002703374,0.00104733,0.0007408985],"domain_scores_gemma":[0.9844357,0.01031553,0.001714573,0.0003880684,0.001461202,0.001685012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004403092,0.00004496534,0.006874726,0.00009828004,0.000006510741,0.0006819427,0.9864751,0.00003869946,0.0003044003,0.0002832311,0.0006347231,0.004513395],"study_design_scores_gemma":[0.000004192366,0.0001216651,0.005871755,0.0001187231,0.000005897998,0.0005689209,0.9872153,0.00006239513,0.0001640782,0.0001137716,0.005734744,0.00001855798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99245,0.0006124638,0.0006373033,0.00137797,0.00008213288,0.00003514386,0.00003185818,0.00001551175,0.004757705],"genre_scores_gemma":[0.9971101,0.0005056132,0.0002758386,0.0005160565,0.00002001191,0.00003840962,0.00002386816,0.00001037469,0.001499796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505907,"threshold_uncertainty_score":0.03586477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09122827016505608,"score_gpt":0.5050629406214983,"score_spread":0.4138346704564422,"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."}}