{"id":"W2941409094","doi":"10.1186/s12911-019-0800-5","title":"Talking about treatment benefits, harms, and what matters to patients in radiation oncology: an observational study","year":2019,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université Laval; Hôpital Saint-François d'Assise; McGill University; Hôtel-Dieu de Québec; Hôpital du Saint-Sacrement; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Interquartile range; Family medicine; Odds ratio; Radiation oncology; Confidence interval; Recall; Palliative care; Nursing research; Internal medicine; Radiation therapy; Nursing; Psychology","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":[0.0009013782,0.0001656825,0.0003477429,0.0002815678,0.0003715829,0.0000923937,0.000224407,0.0002094016,0.0001354963],"category_scores_gemma":[0.0005098762,0.0001350586,0.00002117491,0.000228216,0.00002507184,0.001157981,0.0003555617,0.0003281366,0.00006811484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004124871,"about_ca_system_score_gemma":0.0004285087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002357111,"about_ca_topic_score_gemma":0.001805377,"domain_scores_codex":[0.9969998,0.0003655031,0.001372806,0.0002047676,0.0007318415,0.00032528],"domain_scores_gemma":[0.99551,0.003146095,0.0004080387,0.0004282105,0.0001730819,0.0003346101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008553802,0.0001199045,0.5754328,0.00008273612,0.000003969047,3.267575e-7,0.01933822,0.0001678509,7.270366e-8,0.000151672,0.00007630967,0.4045406],"study_design_scores_gemma":[0.003878995,0.0006472029,0.8388572,0.001627208,0.000008389434,0.000001009634,0.05873726,0.09260499,1.398677e-7,0.0002617803,0.003212482,0.0001633398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951283,0.0005212516,0.001079758,0.0003558545,0.0006220091,0.002161082,0.00001058417,0.00002907377,0.0000920825],"genre_scores_gemma":[0.9526637,0.00109282,0.03599671,0.009814262,0.00005319693,0.000265436,0.00008908498,0.00001764598,0.000007094067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4043773,"threshold_uncertainty_score":0.5507529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3105483461457332,"score_gpt":0.4940781746772925,"score_spread":0.1835298285315594,"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."}}