{"id":"W1965408556","doi":"10.5737/1181912x2211220","title":"Screening for distress: Responding is a critical function for oncology nurses","year":2011,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Dalhousie University; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"","keywords":"Distress; Conceptualization; Medicine; Nursing; Oncology nursing; Perspective (graphical); Psycho-oncology; Nursing practice; Cancer; Nurse education; Clinical psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000541098,0.0001660674,0.0004119537,0.0006091358,0.0006250318,0.0000360481,0.0001195422,0.0003790163,0.0005074067],"category_scores_gemma":[0.000538337,0.0001673932,0.0002402928,0.0001910087,0.0002941766,0.0001272009,0.000004707347,0.0004569981,0.000004790085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003474576,"about_ca_system_score_gemma":0.003417849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685123,"about_ca_topic_score_gemma":0.024876,"domain_scores_codex":[0.9984045,0.00009593357,0.0003520062,0.0002750903,0.0001197688,0.0007527263],"domain_scores_gemma":[0.9978725,0.0004073115,0.000120625,0.0001544913,0.0003933898,0.001051656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006703764,0.0002094463,0.002331154,0.00007609471,0.0001913789,0.00032379,0.01139502,7.065708e-7,0.0004279618,0.008031443,0.1612386,0.8090706],"study_design_scores_gemma":[0.004069757,0.008006069,0.005096355,0.001224763,0.001019387,0.00312533,0.01847851,0.0004153409,0.000393065,0.006350731,0.9514939,0.0003267977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09478844,0.009565837,0.583672,0.1228973,0.0465406,0.003667947,0.001059965,0.0002342616,0.1375737],"genre_scores_gemma":[0.9780816,0.00003307825,0.01154497,0.006037576,0.002525468,0.0001071378,0.00004588258,0.00006416507,0.001560088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8832932,"threshold_uncertainty_score":0.9929175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09249148946507227,"score_gpt":0.3953170204683124,"score_spread":0.3028255310032402,"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."}}