{"id":"W2790706338","doi":"10.1111/hae.13417","title":"Point‐of‐care ultrasonography in haemophilia care: Training and competency for muscular haematomas","year":2018,"lang":"en","type":"article","venue":"Haemophilia","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; St. Paul's Hospital; McMaster University; Mohawk College; Hamilton Regional Laboratory Medicine Program; Hamilton Health Sciences; Regional Municipality of Niagara","funders":"","keywords":"Medicine; Physical examination; Bleed; Magnetic resonance imaging; Radiology; Palpation; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002819741,0.0002633655,0.0007461035,0.000258464,0.0001391547,0.00001850133,0.000199181,0.000224894,0.00008144682],"category_scores_gemma":[0.0005652081,0.0002476409,0.0002750944,0.0005647538,0.0007438997,0.0001010054,0.00004844182,0.0002533791,0.00001763488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005023205,"about_ca_system_score_gemma":0.0001465414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003830196,"about_ca_topic_score_gemma":0.0001109363,"domain_scores_codex":[0.9979538,0.0000414544,0.0007306252,0.0005914951,0.000262592,0.0004200227],"domain_scores_gemma":[0.9979144,0.0006039176,0.0001686932,0.0006430849,0.0004467313,0.0002232041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001791642,0.001915822,0.5626139,0.009446677,0.0008975057,0.0001045762,0.1408731,0.00001083309,0.05661989,0.107946,0.003402718,0.1143773],"study_design_scores_gemma":[0.01574148,0.006915982,0.8072332,0.002632089,0.001004854,0.0004692091,0.04288121,0.0004483714,0.02430644,0.04812787,0.04860949,0.001629812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896153,0.001619384,0.0009165536,0.001041652,0.0002279584,0.00181911,0.000137146,0.0001113867,0.004511552],"genre_scores_gemma":[0.968292,0.0001204981,0.0304001,0.000441791,0.0003186077,0.0002001788,0.0001409961,0.00005067642,0.00003513178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2446193,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152268540787437,"score_gpt":0.3287838199784914,"score_spread":0.297261134570617,"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."}}