{"id":"W4401498049","doi":"10.1007/s00586-024-08445-w","title":"Reliability and accuracy of scoliotic parameters on using a wireless handheld 3D ultrasound for children with adolescent idiopathic scoliosis: a pilot study","year":2024,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Alberta Innovates","keywords":"Medicine; Scoliosis; Reliability (semiconductor); Idiopathic scoliosis; Neurosurgery; Physical therapy; Mobile device; Physical medicine and rehabilitation; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003050519,0.0006591527,0.0006854404,0.001049376,0.0003824408,0.0007113961,0.0006619696,0.0007369846,0.0008620384],"category_scores_gemma":[0.01488033,0.0003862055,0.000886273,0.0006587009,0.0007691317,0.000900294,0.0006519697,0.0006106406,0.0003988517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886868,"about_ca_system_score_gemma":0.0005298061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349251,"about_ca_topic_score_gemma":0.004402687,"domain_scores_codex":[0.9955518,0.001390579,0.000594363,0.0009758822,0.00127184,0.0002155611],"domain_scores_gemma":[0.9826255,0.008769882,0.002263114,0.001389141,0.004414697,0.0005377302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004402234,0.0002384142,0.9869964,0.00005194333,0.00008779908,0.0001478676,0.0009031048,0.000298663,0.002493373,0.00002732928,0.00007114336,0.008243651],"study_design_scores_gemma":[0.00004807341,0.00276669,0.9903153,0.00002772087,0.0002042129,0.001058812,0.0007916339,0.002216273,0.002066819,0.00003234423,0.0004488032,0.00002335879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985256,0.000187278,0.0007269183,0.00001574118,0.00001394405,0.00003942228,0.0001203783,0.00001202626,0.0003588054],"genre_scores_gemma":[0.9983088,0.0001240344,0.001191268,0.00001466261,0.00002004026,0.00003431244,0.0001587501,0.000008753524,0.0001395296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349251,"threshold_uncertainty_score":0.01613289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04853810627442938,"score_gpt":0.313013409743428,"score_spread":0.2644753034689986,"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."}}