{"id":"W4398189210","doi":"10.2478/jhp-2022-0013","title":"Comparison of perioperative practices for placement of central venous access devices (CVAD) in children with haemophilia","year":2022,"lang":"en","type":"article","venue":"The Journal of Haemophilia Practice","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Regional Municipality of Niagara; McMaster Children's Hospital; McMaster University","funders":"","keywords":"Venous access; Perioperative; Haemophilia; Medicine; Haemophilia A; Pediatrics; Anesthesia; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007532699,0.0001449964,0.0001899022,0.0009881106,0.0003774526,0.0006047466,0.0003313788,0.0002312184,0.0009929191],"category_scores_gemma":[0.003744515,0.0001472936,0.0002663412,0.00128395,0.0004641668,0.0003316376,0.0004650087,0.0003376438,0.00009871234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284779,"about_ca_system_score_gemma":0.001580345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02732703,"about_ca_topic_score_gemma":0.04936456,"domain_scores_codex":[0.9988035,0.0002296883,0.0002863578,0.0001718759,0.0003403893,0.0001681413],"domain_scores_gemma":[0.9949522,0.0007366783,0.00304506,0.0000998168,0.0006722609,0.0004940623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002117597,0.000008090539,0.9975923,0.00002234443,0.00001198469,0.0001081024,0.0004181485,0.00001741444,0.00006702908,0.00001201697,0.00007082972,0.001650561],"study_design_scores_gemma":[0.000001836494,0.00009644179,0.9965202,0.0000343765,0.00001144501,0.0005482716,0.002357436,0.00006301369,0.0001237788,0.000004775487,0.0002339774,0.000004323751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989784,0.0004046986,0.00005067831,0.00003701726,0.000004565121,0.00001087588,0.0001794668,0.000002332334,0.0003320601],"genre_scores_gemma":[0.9991628,0.0004540241,0.000138157,0.00001904979,0.00000361983,0.000009788474,0.0001587045,0.000001227142,0.00005271366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02732703,"threshold_uncertainty_score":0.05433595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08762297225085039,"score_gpt":0.4344124914344205,"score_spread":0.34678951918357,"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."}}