{"id":"W3217314293","doi":"10.1182/blood-2021-147550","title":"Perioperative Outcomes Associated with Inhibitor Status in Patients with Hemophilia - a Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Perioperative; Retrospective cohort study; Hemostasis; Clotting factor; Surgery; Thrombosis; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007972038,0.0002625783,0.0004260048,0.0008854158,0.0003783211,0.0006867197,0.0003564692,0.0003438642,0.0009540201],"category_scores_gemma":[0.001995428,0.0003209166,0.0005894565,0.001636916,0.0002552947,0.000568185,0.0003724212,0.0005663629,0.0001312646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388476,"about_ca_system_score_gemma":0.00053322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004741072,"about_ca_topic_score_gemma":0.004398916,"domain_scores_codex":[0.9991996,0.0001599978,0.0001489091,0.0002315018,0.0001456833,0.0001144121],"domain_scores_gemma":[0.9980416,0.0002211356,0.001183405,0.0001500883,0.0001630561,0.0002406398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004136527,0.0000160831,0.9995073,0.000006582387,0.00003515691,0.0000561191,0.00002207882,0.0000133415,0.00004222065,0.000008420358,0.00003553783,0.0002158456],"study_design_scores_gemma":[0.000008530487,0.0001300012,0.9986652,0.000009829332,0.00005902421,0.0005436008,0.0002241596,0.0001564839,0.00004595684,0.00001537238,0.0001362863,0.00000555119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988581,0.0003017978,0.0000920961,0.00001912494,0.000005290664,0.0000169895,0.0005083096,0.000001924471,0.0001964473],"genre_scores_gemma":[0.9991622,0.0001731528,0.00007927734,0.00001968268,0.000009270479,0.00001819501,0.000488953,0.000001310467,0.00004788612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004741072,"threshold_uncertainty_score":0.009426951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021699812616363,"score_gpt":0.266508174954511,"score_spread":0.2562911768283473,"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."}}