{"id":"W1995978106","doi":"10.1016/j.jtcvs.2008.08.013","title":"You Never Know Unless You Try","year":2008,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; York University; Rush University; Georgetown University; University of Cincinnati; University of Pittsburgh; Johns Hopkins University; Northwestern University; Ohio State University; University of Southern California; University of Washington; University of Rochester; Brigham and Women's Hospital; Emory University; University of South Carolina; University of Minnesota; Memorial Sloan-Kettering Cancer Center; Massachusetts General Hospital","keywords":"Medicine; Need to know; Intensive care medicine; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003181378,0.0004141327,0.002571845,0.0004792479,0.0001337877,0.00005852917,0.0001243853,0.0009601007,0.0001124237],"category_scores_gemma":[0.001659435,0.0003203908,0.004259131,0.0003234898,0.0001415015,0.0002496817,0.00005580056,0.001619897,0.00001438908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009182032,"about_ca_system_score_gemma":0.0008193204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001327667,"about_ca_topic_score_gemma":2.385435e-7,"domain_scores_codex":[0.9955764,0.0003509289,0.001063338,0.0003719187,0.002263096,0.0003743312],"domain_scores_gemma":[0.9963621,0.001275271,0.0005386572,0.0004903512,0.0008539703,0.0004796729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008487287,0.00009661222,0.001191024,0.0004221957,0.005739748,0.004994554,0.00009295312,0.0001066769,0.000001423567,0.000001019666,0.5902928,0.3962123],"study_design_scores_gemma":[0.001133732,0.00006166765,0.0009971459,0.001132992,0.002278536,0.001417722,0.00009369937,0.00001307868,0.00002619853,0.00001179264,0.9925103,0.0003231337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01980533,0.1904432,0.0006740462,0.000191375,0.7857212,0.0002264984,0.00003308638,0.00005952984,0.002845745],"genre_scores_gemma":[0.03956077,0.06046709,0.0002127062,0.000155636,0.8973652,0.000004590996,0.0001076328,0.0001320509,0.001994349],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4022175,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316891247533226,"score_gpt":0.2999978645513372,"score_spread":0.2768289520760049,"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."}}