{"id":"W4367835019","doi":"10.1503/cjs.005922","title":"Preoperative diagnosis and management of inherited bleeding disorders in female adolescents and adults","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; MEDLINE; Grading (engineering); Affect (linguistics); Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006699268,0.0004051813,0.001012499,0.002448222,0.0002949566,0.0007086266,0.0004596259,0.0006588695,0.003013397],"category_scores_gemma":[0.003542067,0.0001771751,0.0009344238,0.00186773,0.0002067739,0.0005491564,0.0003173511,0.0006343708,0.000324357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005644915,"about_ca_system_score_gemma":0.001937519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004718204,"about_ca_topic_score_gemma":0.009599496,"domain_scores_codex":[0.9994439,0.0001453906,0.0001629309,0.00004391432,0.0001692377,0.00003453359],"domain_scores_gemma":[0.9989074,0.0007007199,0.000207775,0.00001162571,0.0001379361,0.00003452217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001332637,0.00003877447,0.001287331,0.1360324,0.000408696,0.0004855671,0.0001706915,0.0001669554,0.000383046,0.0007352467,0.01883071,0.8413274],"study_design_scores_gemma":[0.0001471232,0.0003676208,0.01661462,0.3069196,0.003696095,0.01288144,0.0007021718,0.0002115601,0.0006209029,0.001246949,0.6565327,0.00005916351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001976901,0.9992085,0.00002674705,0.0001465046,0.0000586869,0.000006696864,0.00002158645,0.000001572064,0.0003320327],"genre_scores_gemma":[0.001985763,0.9975721,0.0001450377,0.0001115519,0.00005785171,0.000007912562,0.00003087358,5.064631e-7,0.00008831164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004718204,"threshold_uncertainty_score":0.01008081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211535291203007,"score_gpt":0.3498761185820886,"score_spread":0.2287225894617879,"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."}}