{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001254814,0.0003117602,0.001258605,0.000241531,0.00005354969,0.00003228123,0.00007291715,0.0001544522,0.00002320916],"category_scores_gemma":[0.0005874147,0.0002599799,0.001147659,0.0001589441,0.0001511047,0.0002382019,0.00007345442,0.0003234568,0.00001228584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356536,"about_ca_system_score_gemma":0.0002355926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004008987,"about_ca_topic_score_gemma":0.00000457849,"domain_scores_codex":[0.9973727,0.0005055338,0.0005356906,0.0004944428,0.0006520046,0.0004395636],"domain_scores_gemma":[0.9976977,0.0006221814,0.000188732,0.0006280798,0.0004456414,0.0004177261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003725072,0.0004706237,0.5668306,0.0003539431,0.007642697,0.0004780528,0.00267772,0.00002391231,0.002443558,0.0000223655,0.0003399464,0.4149914],"study_design_scores_gemma":[0.006710321,0.001403615,0.8613948,0.003298743,0.003887847,0.0004259219,0.007832519,0.0008001552,0.08780383,0.001244081,0.0232235,0.001974638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913865,0.002980446,0.001552881,0.0000930436,0.002136284,0.000314619,0.00004119263,0.00006129079,0.001433738],"genre_scores_gemma":[0.998642,0.0003992889,0.0001913723,0.0001010262,0.0004244243,0.00002465306,0.0000768098,0.00005776199,0.0000826278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4130168,"threshold_uncertainty_score":0.9999852,"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."}}