{"id":"W2587671315","doi":"10.1093/icvts/ivv204.120","title":"F-120PATIENT-DERIVED SCORE BETTER DISCRIMINATOR OF OVERALL SURVIVAL THAN CLINICIAN-ASSIGNED ECOG STATUS","year":2015,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Discriminator; Overall survival; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173451,0.000430963,0.0004118705,0.0006870378,0.0002173473,0.0004590733,0.0002580458,0.0003633546,0.006725352],"category_scores_gemma":[0.002495112,0.00006451477,0.0006699303,0.0005353844,0.0002318473,0.0003097757,0.0003114316,0.0003931059,0.0009638765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005478058,"about_ca_system_score_gemma":0.0005583109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008178246,"about_ca_topic_score_gemma":0.01997096,"domain_scores_codex":[0.9994765,0.0001291685,0.00006616121,0.0001002191,0.0001422509,0.00008574269],"domain_scores_gemma":[0.9987788,0.0002842337,0.0003726991,0.00006954919,0.0003066469,0.0001882208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006504604,0.0001033725,0.9725883,0.00008240484,0.0002434274,0.00004407117,0.00004081289,0.0003946643,0.000812441,0.00005760059,0.002280148,0.02270242],"study_design_scores_gemma":[0.00006918234,0.0004696058,0.9953675,0.00002631564,0.00009526154,0.0003814789,0.00004614563,0.0006593724,0.0001895301,0.00009830713,0.002586346,0.00001089784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792941,0.001160225,0.001635936,0.0001900664,0.0001008195,0.0001780656,0.005685763,0.00007302126,0.011682],"genre_scores_gemma":[0.9948625,0.0001387739,0.0006367969,0.00005909843,0.00002965399,0.00004590627,0.002880826,0.00000605487,0.001340394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008178246,"threshold_uncertainty_score":0.02249849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07119011181077291,"score_gpt":0.3309860294739595,"score_spread":0.2597959176631866,"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."}}