{"id":"W6981917108","doi":"","title":"Frailty assessment before cardiac surgery","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut de Cardiologie de Montréal; Jewish General Hospital","keywords":"Disease; Stressor; Heart failure; Cardiac surgery; Frailty syndrome; Cardiovascular event; Pathogenesis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005394323,0.0003021427,0.0004119419,0.001149091,0.0005926532,0.0004410303,0.0002606791,0.0004015222,0.003189518],"category_scores_gemma":[0.002621628,0.0001289828,0.0003481557,0.0006239138,0.0002161122,0.0003191659,0.0005695196,0.0008346217,0.0004328627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006081124,"about_ca_system_score_gemma":0.001444096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00865354,"about_ca_topic_score_gemma":0.022016,"domain_scores_codex":[0.9996817,0.00005383247,0.00005015275,0.0000366576,0.00007891618,0.0000987821],"domain_scores_gemma":[0.9984642,0.0001794291,0.000416296,0.00002788497,0.0003215504,0.0005904924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005264689,0.0001999821,0.967523,0.0001829192,0.00004576726,0.0007984081,0.0003848558,0.0001304868,0.0003884631,0.00006544539,0.001622519,0.02813172],"study_design_scores_gemma":[0.00002120283,0.0006379054,0.9968548,0.0001148984,0.0000249774,0.0005845487,0.0002335324,0.00009403924,0.0001001057,0.0001121855,0.001208736,0.00001305949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862691,0.004074892,0.0002383469,0.0007467364,0.00008224152,0.0001523941,0.0009629421,0.00001385907,0.007459566],"genre_scores_gemma":[0.9966967,0.001272816,0.0003456965,0.0001899351,0.00008465906,0.0000791057,0.0005755998,0.000002096927,0.0007532567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00865354,"threshold_uncertainty_score":0.01720637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969604785353682,"score_gpt":0.2504402379830099,"score_spread":0.2307441901294731,"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."}}