{"id":"W1976424142","doi":"10.1016/j.cardfail.2008.06.407","title":"Advanced Care Directives: Can We Do Better ?","year":2008,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Intensive care 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":[0.00009578185,0.0001541886,0.0007085427,0.0001546875,0.00004795222,0.000005757762,0.00008919013,0.00009446275,0.0000380981],"category_scores_gemma":[0.0001699311,0.0001153123,0.0005285274,0.000179967,0.00008942092,0.0001194023,0.00001958981,0.0003388627,0.000005823028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203243,"about_ca_system_score_gemma":0.0002015594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008523536,"about_ca_topic_score_gemma":0.000003263578,"domain_scores_codex":[0.9988013,0.00006672813,0.0003704366,0.0001210534,0.0004540888,0.0001864207],"domain_scores_gemma":[0.9985356,0.0001044732,0.000275992,0.0001901879,0.0007219468,0.0001717447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007049869,0.0001213209,0.7863536,0.0004875352,0.001624514,0.0009082413,0.04870423,0.0001018784,0.02149472,0.0000371656,0.05442879,0.08503294],"study_design_scores_gemma":[0.001697146,0.0005947792,0.04738144,0.00179146,0.00033827,0.0002461355,0.01434486,6.85595e-7,0.03804827,0.0000477573,0.8953107,0.0001984755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404478,0.04987314,0.00004527634,0.003241134,0.0005795964,0.0001402995,0.00003481914,0.00001522144,0.005622686],"genre_scores_gemma":[0.9818201,0.008249875,0.008419891,0.0002631682,0.0009758067,0.00000291383,0.000005652998,0.00002509464,0.0002374737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8408819,"threshold_uncertainty_score":0.4702297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542701373628753,"score_gpt":0.344148080282258,"score_spread":0.3087210665459705,"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."}}