{"id":"W2621042377","doi":"10.1111/hae.13269","title":"Point of care ultrasound in haemophilia: Building a strong foundation for clinical implementation","year":2017,"lang":"en","type":"article","venue":"Haemophilia","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; Hamilton Health Sciences; Regional Municipality of Niagara; McMaster Children's Hospital; McMaster University; Mohawk College","funders":"Novo Nordisk; IC Design Education Center; Baxalta; Hamilton Health Sciences; Biogen; Bayer; McMaster University; Pfizer","keywords":"Medicine; Haemophilia; Hemarthrosis; Haemophilia B; Magnetic resonance imaging; Arthropathy; Haemophilia A; Point of care; Synovitis; Soft tissue; Radiology; Ultrasound; Intensive care medicine; Surgery; Pathology; Internal medicine; Osteoarthritis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008925922,0.0001741481,0.0005474083,0.0001054001,0.0002500137,0.00005559468,0.0002997307,0.0001800184,0.0001764398],"category_scores_gemma":[0.002800443,0.0001716188,0.0002669886,0.00009515889,0.0002932639,0.0002540712,0.00007035819,0.0002662273,0.00001903282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546828,"about_ca_system_score_gemma":0.0001754843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001781072,"about_ca_topic_score_gemma":0.0004498415,"domain_scores_codex":[0.9977401,0.00004965857,0.001156218,0.0004886342,0.0002654126,0.0002999163],"domain_scores_gemma":[0.9966471,0.001273645,0.0006111167,0.000990894,0.0003444465,0.0001327693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005503105,0.0005147,0.9040492,0.0004347197,0.0001296984,0.000004966967,0.0008399613,0.000008935109,0.009306854,0.01849549,0.001050545,0.06461463],"study_design_scores_gemma":[0.005429267,0.000812631,0.9702418,0.0001995954,0.0002150646,0.00001931538,0.001405008,0.0001188883,0.004649526,0.01115658,0.005527243,0.0002250645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909512,0.00008654905,0.003701282,0.001860345,0.0003432687,0.00189414,0.0001133927,0.00003802954,0.00101175],"genre_scores_gemma":[0.9808308,0.0001534842,0.01778826,0.000145826,0.0004158598,0.0002179565,0.0003331078,0.00003319528,0.00008147794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06619263,"threshold_uncertainty_score":0.6998413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089146245664745,"score_gpt":0.4894560452866151,"score_spread":0.3805414207201406,"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."}}