{"id":"W2060123633","doi":"10.1080/10410230701808376","title":"Communication with Breast Cancer Survivors","year":2008,"lang":"en","type":"article","venue":"Health Communication","topic":"Cancer survivorship and care","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Conversation; Breast cancer; Mood; Medicine; Cancer survivor; Perception; CHAID; Psychology; Cancer; Clinical psychology; Communication","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":[0.000334776,0.0001241722,0.0002552199,0.00007987059,0.0005074921,0.00000988752,0.0002475943,0.00006314216,0.0001524476],"category_scores_gemma":[0.000007586308,0.0001063555,0.00004264134,0.0003607437,0.0001714364,0.000131157,0.00006889338,0.0003301712,0.00002616419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154137,"about_ca_system_score_gemma":0.0005350202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05233566,"about_ca_topic_score_gemma":0.06417043,"domain_scores_codex":[0.9987965,0.0002620452,0.0002785869,0.0001622322,0.0002733142,0.0002273207],"domain_scores_gemma":[0.9977024,0.00008135881,0.0001870695,0.001563281,0.0002867902,0.0001790927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001490289,0.0009372364,0.7182984,0.0007153006,0.0001630297,0.000008218653,0.03007098,0.00004065777,0.00007749779,0.003596336,0.018102,0.2265],"study_design_scores_gemma":[0.001406148,0.0002029981,0.9125429,0.0006577761,0.00003459843,0.0005027621,0.001381118,0.0002949277,0.00005456433,0.00006438787,0.08262742,0.0002304062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8085579,0.04545513,0.0005329116,0.1277251,0.0001827048,0.001431525,0.00008157867,0.000461431,0.01557175],"genre_scores_gemma":[0.9604369,0.03394156,0.001229301,0.003422766,0.00003863016,0.0001482298,0.0002105074,0.00002932574,0.0005427611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2262696,"threshold_uncertainty_score":0.9539749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03632055027199825,"score_gpt":0.3282495228022361,"score_spread":0.2919289725302378,"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."}}