{"id":"W2336799541","doi":"10.6004/jnccn.2014.0023","title":"The International Endorsement of US Distress Screening and Psychosocial Guidelines in Oncology: A Model for Dissemination","year":2014,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Cancer survivorship and care","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tata Memorial Centre; Peter MacCallum Cancer Centre; Israel Cancer Association; Cancerfonden; Irish Cancer Society; Prostate Cancer Foundation of Australia; Macmillan Cancer Support; Livestrong Foundation; Breast Cancer Alliance; Prostate Cancer Foundation","keywords":"Medicine; Distress; Psychosocial; Context (archaeology); Sign (mathematics); Clinical Oncology; Psycho-oncology; Cancer; Family medicine; Intensive care medicine; Psychiatry; Internal medicine; Clinical psychology","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":[0.0004637971,0.00007633194,0.0002002544,0.00004683198,0.00009811921,0.0000149125,0.0001696467,0.00004523838,0.000004234038],"category_scores_gemma":[0.0003423016,0.00004671589,0.0001280599,0.0001121887,0.00007129871,0.00004729283,0.00004642773,0.0001576808,3.066804e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069241,"about_ca_system_score_gemma":0.0001410866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003571957,"about_ca_topic_score_gemma":0.0006421547,"domain_scores_codex":[0.9988056,0.00005268646,0.0004586563,0.00008342321,0.0004970927,0.0001025456],"domain_scores_gemma":[0.9966859,0.0006116995,0.0005020719,0.00005186024,0.002113573,0.0000348618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006617034,0.0001822692,0.0472703,0.000154307,0.0008690226,0.000001794799,0.002258675,0.4158164,0.003594493,0.007416788,0.2444579,0.2713611],"study_design_scores_gemma":[0.004443486,0.0002803068,0.06587908,0.001421966,0.0001812979,0.00003895047,0.000576956,0.4913315,0.0002148484,0.009701859,0.4257695,0.0001602715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7294976,0.01992111,0.05269622,0.1804728,0.01297348,0.001987971,0.0004464285,0.00001718365,0.001987275],"genre_scores_gemma":[0.9940019,0.0006549513,0.001393552,0.001665468,0.00201862,0.00003185423,0.000006718582,0.000009172197,0.0002177385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2712008,"threshold_uncertainty_score":0.1905019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248256700914784,"score_gpt":0.4051274239786391,"score_spread":0.3426448569694913,"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."}}