{"id":"W2057120822","doi":"10.3747/co.v18i5.790","title":"Distress—The 6th Vital Sign","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Distress; Sign (mathematics); Cancer; Intensive care medicine; Pediatrics; Internal medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001022818,0.00008612393,0.000169651,0.00002702687,0.00004779635,0.000003729433,0.0001046974,0.00006224254,0.0008795949],"category_scores_gemma":[0.00003335689,0.00005568361,0.00008254437,0.00008813349,0.0001336806,0.00002238942,0.00004679955,0.0002202916,0.0001581993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009181845,"about_ca_system_score_gemma":0.00009534846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024826,"about_ca_topic_score_gemma":0.0004442855,"domain_scores_codex":[0.9993683,0.00005520879,0.0001267246,0.0001548438,0.0001052023,0.0001897842],"domain_scores_gemma":[0.9995261,0.00005089729,0.00004459207,0.0002276596,0.00005538831,0.0000953957],"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":[0.0004957946,0.0009483134,0.09318342,0.0001191323,0.00007301395,0.0001014075,0.009581367,1.807264e-7,0.0002570511,0.002167272,0.04800262,0.8450704],"study_design_scores_gemma":[0.0009172297,0.0006769061,0.03530573,0.00003707502,0.0001195544,0.00006788839,0.001138302,0.00001122788,0.0004872935,0.0004205673,0.9607068,0.0001113859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.759305,0.008046282,0.00208688,0.003006697,0.01489533,0.0008126246,0.00006497704,0.0002037066,0.2115785],"genre_scores_gemma":[0.9986238,0.00010448,0.00001575742,0.0002459066,0.0004743476,0.00004567159,0.00002555142,0.000009885824,0.0004546229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9127042,"threshold_uncertainty_score":0.9630948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1535756162551025,"score_gpt":0.3898889249726997,"score_spread":0.2363133087175972,"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."}}