{"id":"W4229553011","doi":"10.1161/circulationaha.104.478222","title":"Coagulation Assays","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Partial thromboplastin time; Pulmonary embolism; Internal medicine; Cardiology; Anesthesia; Coagulation","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":[0.00009792431,0.00005091987,0.0001073155,0.00005961858,0.00004566228,0.00001181164,0.00001737557,0.00003694636,0.000333235],"category_scores_gemma":[0.00001996139,0.00004987187,0.00003950968,0.00008172051,0.000009191182,0.0000965506,0.000008098825,0.00003531623,0.0002937382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008062398,"about_ca_system_score_gemma":0.00001249867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039372,"about_ca_topic_score_gemma":0.000005573809,"domain_scores_codex":[0.9995252,0.000009527124,0.0001182771,0.0001119689,0.0001445626,0.00009044114],"domain_scores_gemma":[0.9997349,0.000009006758,0.00003590162,0.0001362589,0.0000421439,0.00004173024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003332251,0.0009161078,0.4744863,0.0001242851,0.0001543344,0.000009016154,0.0008887849,0.01378929,0.02086841,0.05727764,0.02117607,0.4102764],"study_design_scores_gemma":[0.0003885327,0.0000147265,0.9613251,0.00001762212,0.00006096781,0.000004729524,0.00001488958,0.01172653,0.0004713993,0.0002878068,0.02563331,0.00005436327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475945,0.0001043893,0.006811868,0.002699941,0.0001050397,0.0003308354,5.243019e-7,0.0001074053,0.04224549],"genre_scores_gemma":[0.9978431,0.00001387143,0.0008846055,0.000723582,0.0003248048,0.00001250627,0.00004546695,0.000009276967,0.0001427176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4868388,"threshold_uncertainty_score":0.3775508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221182537921929,"score_gpt":0.2803345982354705,"score_spread":0.2582163444432776,"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."}}