{"id":"W2901030743","doi":"10.1182/bloodadvances.2018023077","title":"Prospective comparison of the HEP score and 4Ts score for the diagnosis of heparin-induced thrombocytopenia","year":2018,"lang":"en","type":"article","venue":"Blood Advances","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute","keywords":"Receiver operating characteristic; Medicine; Internal medicine; Confidence interval; Heparin-induced thrombocytopenia; Prospective cohort study; Heparin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736881,0.0002891645,0.0009993603,0.00006485319,0.0003654208,0.0000240865,0.0003969668,0.0001248811,0.0000464399],"category_scores_gemma":[0.0004125865,0.0001612712,0.0002073808,0.0004325967,0.0008236141,0.0002048811,0.0002272648,0.0002317279,0.00000409736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003137941,"about_ca_system_score_gemma":0.0001613092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001829063,"about_ca_topic_score_gemma":0.0007665076,"domain_scores_codex":[0.9981539,0.00006344466,0.0005869181,0.0004593186,0.0003734418,0.0003630144],"domain_scores_gemma":[0.9977797,0.0005418378,0.0004416767,0.0007214506,0.0004094992,0.0001058379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002158195,0.0005666317,0.9430053,0.0002724741,0.0004170093,7.416324e-7,0.001478561,0.000001460415,0.04390092,0.002772571,0.0001048665,0.007263702],"study_design_scores_gemma":[0.001672862,0.00110048,0.5174952,0.0003358691,0.0006266279,0.00001172755,0.0004330185,0.00003941061,0.4763172,0.0006901555,0.001147964,0.0001294582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926272,0.002150752,0.00003108906,0.0008164956,0.0004061261,0.002325033,0.00003887754,0.00003248304,0.001571929],"genre_scores_gemma":[0.9981102,0.0003927479,0.0007080235,0.0001320387,0.0002588117,0.0002717504,0.000003813194,0.00003728278,0.00008535179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4324163,"threshold_uncertainty_score":0.657645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06555340450332754,"score_gpt":0.3511234097928374,"score_spread":0.2855700052895099,"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."}}