{"id":"W2098608721","doi":"10.1111/j.1365-2834.2009.00974.x","title":"The nature of safety problems among Canadian homecare clients: evidence from the RAI-HC<sup>©</sup>reporting system","year":2009,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Homewood Research Institute; Sante Montreal; University of Waterloo; University of Toronto","funders":"Health Canada; Canadian Patient Safety Institute","keywords":"Nova scotia; Patient safety; Medicine; Family medicine; Incident report; Health care; Nursing; Medical emergency; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00371857,0.000206526,0.0004765739,0.0002008572,0.001563861,0.00007243839,0.0006976902,0.0002070306,0.00002314205],"category_scores_gemma":[0.0004967782,0.0001187128,0.0002484064,0.0004967146,0.00009822065,0.0002389662,0.00004375845,0.001242247,0.000006232702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481021,"about_ca_system_score_gemma":0.0003204548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005671822,"about_ca_topic_score_gemma":0.002644908,"domain_scores_codex":[0.9956443,0.000573246,0.00213138,0.0002240098,0.0008016875,0.0006253457],"domain_scores_gemma":[0.9946664,0.0006576428,0.003350415,0.0005624813,0.0005390273,0.0002240097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001158451,0.0003536585,0.09864719,0.001229055,0.001225607,0.0005646846,0.1012861,0.009146518,0.0000785713,0.007180835,0.3566674,0.422462],"study_design_scores_gemma":[0.001264895,0.00036595,0.7522954,0.03754186,0.0008238344,0.0000454172,0.1599609,0.0007674258,0.00001482408,0.001424402,0.04516543,0.0003296355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924155,0.01443873,0.0007355531,0.03494567,0.008133868,0.00229697,0.00003288672,0.0000676065,0.01519369],"genre_scores_gemma":[0.9976816,0.0004113608,0.0003349106,0.0002851929,0.0007502782,0.000006451558,0.000006381043,0.00001998074,0.0005039107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6536482,"threshold_uncertainty_score":0.999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034827888221009,"score_gpt":0.3642779863867994,"score_spread":0.3239297075045893,"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."}}