{"id":"W2170531158","doi":"10.1016/j.jgo.2012.04.001","title":"Effective communication of study results to older participants with prostate cancer: Results of a survey","year":2012,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Presentation (obstetrics); Prostate cancer; Family medicine; Observational study; Cancer; Gerontology; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.006841789,0.0001593157,0.0008881191,0.0003781508,0.0002422825,0.000002531432,0.0005686471,0.0001826298,0.0000197549],"category_scores_gemma":[0.005117004,0.0001190566,0.00005785901,0.0008907162,0.00009384513,0.0002257587,0.000286328,0.0008143786,0.000009128481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006662827,"about_ca_system_score_gemma":0.001842515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007204393,"about_ca_topic_score_gemma":0.007005017,"domain_scores_codex":[0.9861122,0.01006423,0.002698482,0.0001599911,0.0004320525,0.0005330303],"domain_scores_gemma":[0.9845519,0.006419638,0.005001325,0.0009246964,0.002723022,0.000379386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02479504,0.001805086,0.8034508,0.0001838418,0.0001900792,0.000002029981,0.1586084,0.0001413215,0.0001163624,0.00001003529,0.004601176,0.006095871],"study_design_scores_gemma":[0.01031357,0.005979814,0.9621478,0.0004081236,0.0001377604,0.000004060285,0.01850032,0.000008358487,0.000111467,0.00001493302,0.002265919,0.000107907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909702,0.002083451,0.00001314189,0.002421001,0.0006915585,0.003166222,0.0002061439,0.00001053014,0.0004377708],"genre_scores_gemma":[0.9973199,0.0003767306,0.00160917,0.0001460122,0.0001324042,0.0002878711,0.00001386693,0.00002310382,0.00009095898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.158697,"threshold_uncertainty_score":0.9994067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2221068675007812,"score_gpt":0.4980697119103689,"score_spread":0.2759628444095877,"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."}}