{"id":"W2083639830","doi":"10.1016/s1567-4215(07)60218-5","title":"344 Managing uncertainty in heart failure: preferences of physicians and patients regarding prognosis communication","year":2007,"lang":"en","type":"article","venue":"European Journal of Heart Failure Supplements","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.00268322,0.0002170748,0.0004965082,0.0004417077,0.0005140736,0.00002123569,0.0005981112,0.00006393852,0.00008192184],"category_scores_gemma":[0.0004597246,0.0002024332,0.00009691001,0.0004218405,0.0001253242,0.0004745204,0.0004383331,0.001068378,0.00001560409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020363,"about_ca_system_score_gemma":0.0001304074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000224582,"about_ca_topic_score_gemma":0.001096535,"domain_scores_codex":[0.9932482,0.003320192,0.00205119,0.0002340533,0.00058922,0.0005572038],"domain_scores_gemma":[0.9962329,0.0007996067,0.001424141,0.0006128463,0.0007774037,0.0001531569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001442072,0.0001875538,0.9573687,0.0002889505,0.00004395889,0.000002482558,0.009927167,0.00003372133,0.0003878965,0.00008234889,0.02762134,0.003911673],"study_design_scores_gemma":[0.005031434,0.0006978868,0.6877142,0.004438651,0.00005057934,0.000006277146,0.04161928,0.00004318986,0.0003582585,0.0003364778,0.2593698,0.0003339874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806247,0.0006473809,0.00006762248,0.01673007,0.0002621968,0.001150912,0.00004476994,0.00002559729,0.0004467183],"genre_scores_gemma":[0.976845,0.0001133195,0.02226977,0.0005721941,0.00007637154,0.0000130057,0.0000557859,0.00004086108,0.00001375452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2696545,"threshold_uncertainty_score":0.8254985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07262000608772723,"score_gpt":0.3591694287149055,"score_spread":0.2865494226271783,"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."}}