{"id":"W4396851683","doi":"10.1097/ncq.0000000000000769","title":"Assessing Patient Communication Vulnerability","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Metropolitan area; Vulnerability (computing); Nursing; Psychology; Medical education; Sociology; Medicine; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008428389,0.00008930406,0.0003609746,0.0001059976,0.00005522777,0.00005129545,0.00008191956,0.00006930719,0.00002216669],"category_scores_gemma":[0.0006254502,0.000069536,0.0002207093,0.0001803674,0.000125317,0.000272602,0.00001223844,0.0003867314,0.000001625129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005153192,"about_ca_system_score_gemma":0.0002341856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000320067,"about_ca_topic_score_gemma":0.000001912883,"domain_scores_codex":[0.9983329,0.0003740033,0.0006803887,0.00009893422,0.0004084393,0.0001053127],"domain_scores_gemma":[0.9981943,0.0004402635,0.0002985117,0.000264138,0.0007149717,0.00008785754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003078649,0.0005344998,0.0393142,0.001457664,0.0002343122,0.00006138068,0.09041959,0.00004158353,0.007663306,0.001117353,0.003920995,0.8549272],"study_design_scores_gemma":[0.003035276,0.002646782,0.2658464,0.1000975,0.001678552,0.0005811138,0.4410627,0.0003866445,0.08563004,0.009477572,0.08881354,0.0007438618],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591083,0.03261936,0.001175461,0.001874498,0.0008521884,0.00007405291,0.000005219335,0.00002222655,0.00426867],"genre_scores_gemma":[0.9924368,0.0002492156,0.006986764,0.00008394531,0.0002133381,5.658695e-7,0.000009069627,0.000009904195,0.00001035691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8541834,"threshold_uncertainty_score":0.2835596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3381137937974148,"score_gpt":0.5845514927740495,"score_spread":0.2464376989766347,"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."}}