{"id":"W4251222418","doi":"10.1093/geront/gnv619.04","title":"NURSES’ VIEW OF SAFETY FOR HOSPITALIZED ELDERS","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nursing; Psychology; Gerontology; Family medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007720491,0.000113609,0.0003168675,0.0000180226,0.0001125496,0.0000048872,0.0002566294,0.0000820891,0.00007526462],"category_scores_gemma":[0.0002630628,0.00007071411,0.00008450108,0.00006703016,0.0003541392,0.00002019327,0.00002817098,0.00008112427,0.00009081996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000368831,"about_ca_system_score_gemma":0.00005341099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032908,"about_ca_topic_score_gemma":0.0001922292,"domain_scores_codex":[0.9989085,0.0001539237,0.0003079202,0.0001756557,0.00009702753,0.0003569662],"domain_scores_gemma":[0.9990276,0.0002800126,0.0001402195,0.0003932308,0.00009137303,0.00006756166],"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":[0.002501393,0.0003451137,0.01485529,0.0001872061,0.0004015125,0.0000101575,0.028461,0.00001186669,0.00001272818,0.1049225,0.7108186,0.1374725],"study_design_scores_gemma":[0.004365632,0.001149507,0.04214923,0.00004178719,0.0001141522,0.00001541829,0.007313929,0.00001462568,0.00004595126,0.009218592,0.9352902,0.0002810281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.319559,0.0373558,0.01405705,0.06146429,0.01239827,0.004334449,0.0001555502,0.0004101205,0.5502654],"genre_scores_gemma":[0.9937415,0.00009674468,0.0003856248,0.001147871,0.0001420294,0.0001444798,0.000008044154,0.00001393896,0.004319835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6741824,"threshold_uncertainty_score":0.2883638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08191286435215087,"score_gpt":0.399819177106787,"score_spread":0.3179063127546362,"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."}}