{"id":"W2616317278","doi":"10.1016/j.hpb.2017.04.001","title":"Optimistic honesty: understanding surgeon and patient perspectives on hopeful communication in pancreatic cancer care","year":2017,"lang":"en","type":"article","venue":"HPB","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Honesty; Medicine; Pancreatic cancer; Optimism; Grounded theory; Qualitative research; General surgery; Nursing; Cancer; Psychotherapist; Social psychology; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001702559,0.0001570553,0.0002641324,0.0001305519,0.002358382,0.00004349688,0.0003917948,0.0001568431,0.0000852159],"category_scores_gemma":[0.0007580275,0.000152489,0.00002818968,0.00007834964,0.0001739045,0.0002081745,0.0003303937,0.0006905526,0.00002546692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396231,"about_ca_system_score_gemma":0.0002420871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008638577,"about_ca_topic_score_gemma":0.005867861,"domain_scores_codex":[0.9979162,0.0008318359,0.000409322,0.0002947162,0.0001986026,0.0003493903],"domain_scores_gemma":[0.9967145,0.0008595308,0.0004536762,0.001644307,0.0002121335,0.0001157972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001526182,0.00007031806,0.73941,0.0005230362,0.000019572,0.000004433311,0.24587,0.00009282355,0.00001078879,0.006263447,0.0005352731,0.007047651],"study_design_scores_gemma":[0.001238768,0.000151584,0.3764728,0.002718085,0.00002272214,7.260481e-7,0.6153667,0.001902169,0.000004268263,0.0005801272,0.001266636,0.0002754513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667213,0.01764586,0.00006632516,0.003257553,0.0003208111,0.001618895,0.00004491457,0.00008687339,0.01023746],"genre_scores_gemma":[0.9951493,0.003251209,0.0006450902,0.0002980074,0.00002751181,0.0005005019,0.00002228325,0.00002840092,0.00007775866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3694966,"threshold_uncertainty_score":0.9989404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2666032933808729,"score_gpt":0.4374320678950508,"score_spread":0.1708287745141779,"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."}}