{"id":"W2008321822","doi":"10.1002/pon.1932","title":"Implementing screening for distress, the 6th vital sign: a Canadian strategy for changing practice","year":2011,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"Health Canada; Public Health Agency of Canada","keywords":"Distress; Medicine; Implementation; Sign (mathematics); Nursing; Computer science; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.00101723,0.0001488759,0.0002483329,0.000118991,0.0004301782,0.0000255075,0.0001518082,0.0001246067,0.0002255203],"category_scores_gemma":[0.0001845617,0.0001181457,0.0001376619,0.0001775051,0.00005699641,0.0001060438,0.00003166934,0.0001825902,0.000005407564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124218,"about_ca_system_score_gemma":0.0004178219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04999301,"about_ca_topic_score_gemma":0.3686557,"domain_scores_codex":[0.9983445,0.00006289274,0.0002523149,0.0002973106,0.0001066045,0.0009363167],"domain_scores_gemma":[0.9987168,0.0004472786,0.0001618287,0.0002477183,0.0001983294,0.0002280023],"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":[0.004212027,0.0003847537,0.005364234,0.0003475516,0.0008425284,0.0001176777,0.07867676,0.000006334774,0.001323133,0.01036449,0.01989216,0.8784683],"study_design_scores_gemma":[0.002363881,0.00150576,0.0005910787,0.00004444315,0.0003298896,0.000113684,0.1062011,0.0002027636,0.0003953582,0.0003555274,0.8877007,0.0001958353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09956478,0.004283994,0.3495718,0.06385994,0.009272601,0.0140216,0.002026738,0.0003952655,0.4570033],"genre_scores_gemma":[0.9919133,0.00002246219,0.002999604,0.002803574,0.0009533461,0.0007040361,0.0001343639,0.00003942918,0.000429872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8923485,"threshold_uncertainty_score":0.9563332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041545145373868,"score_gpt":0.3965948336214971,"score_spread":0.2924403190841103,"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."}}