{"id":"W1822867022","doi":"10.1155/2014/296161","title":"Prediction Scores Do Not Correlate with Clinically Adjudicated Categories of Pulmonary Embolism in Critically Ill Patients","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa; University of British Columbia; Université de Montréal; University of Alberta; Dalhousie University; University of Toronto; Queen's University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pulmonary embolism; Intensive care unit; Critically ill; Kappa; Cohen's kappa; Population; Internal medicine; Emergency medicine; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005306235,0.0003209919,0.0004919682,0.0005046894,0.0002074386,0.0006199672,0.0002678498,0.0004648365,0.001087379],"category_scores_gemma":[0.03941839,0.0001795235,0.0004072197,0.0003236839,0.0005490077,0.0006819577,0.0005923412,0.0005261753,0.0002578721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197371,"about_ca_system_score_gemma":0.0003469496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003483169,"about_ca_topic_score_gemma":0.0004941944,"domain_scores_codex":[0.9960186,0.001980745,0.0004358365,0.000334091,0.001019329,0.0002114141],"domain_scores_gemma":[0.9659886,0.02175772,0.007563633,0.001425597,0.002110719,0.001153875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002001392,0.00009762598,0.9873431,0.00003839215,0.0001150174,0.00002817017,0.0001049251,0.0003714605,0.0002757206,0.00005838232,0.0002126906,0.009353209],"study_design_scores_gemma":[0.0003429272,0.003878702,0.9872274,0.00004588258,0.0001445267,0.0003144645,0.0002124997,0.005994507,0.0008261381,0.0005622145,0.0004240615,0.0000265467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983699,0.000305216,0.000542925,0.00007054349,0.00001379072,0.00003681416,0.0000562062,0.000009328073,0.0005953161],"genre_scores_gemma":[0.999526,0.00003691005,0.0002683795,0.00001872359,0.000008811607,0.00001890712,0.00008851018,0.000001265288,0.0000324827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005306235,"threshold_uncertainty_score":0.02806234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786680877333235,"score_gpt":0.25119174955609,"score_spread":0.2333249407827576,"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."}}