{"id":"W2073701389","doi":"10.1016/j.ultrasmedbio.2013.09.021","title":"Spinal Curvature Measurement by Tracked Ultrasound Snapshots","year":2013,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Ultrasound; Radiography; Curvature; Kyphoscoliosis; Medicine; Scoliosis; Radiology; Kyphosis; Nuclear medicine; Surgery; Mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002727765,0.0003272834,0.0004338202,0.001718677,0.000257207,0.0008655277,0.0002938594,0.0007874329,0.002009184],"category_scores_gemma":[0.00191576,0.0003585533,0.0003058483,0.001069833,0.0001971454,0.0006337092,0.0005265551,0.0003719456,0.0006965369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311972,"about_ca_system_score_gemma":0.000482627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851178,"about_ca_topic_score_gemma":0.005176539,"domain_scores_codex":[0.9995578,0.00007454999,0.00003469348,0.0001009283,0.0001852565,0.00004672415],"domain_scores_gemma":[0.9992579,0.0001398367,0.00008968434,0.00009138398,0.000362358,0.00005881339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002002505,0.000177392,0.08715646,0.0004500131,0.0001986202,0.0008671287,0.000656153,0.01894121,0.4055294,0.00130383,0.003682602,0.4790346],"study_design_scores_gemma":[0.0001148171,0.001236402,0.3572295,0.0002458671,0.0002724334,0.005712725,0.0006309336,0.3921412,0.2311736,0.001267123,0.009745574,0.0002298183],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6453684,0.002126963,0.3414061,0.0002516423,0.0002423919,0.0001998797,0.002220692,0.002006197,0.006177753],"genre_scores_gemma":[0.8972184,0.0007657978,0.09885651,0.00007375686,0.0000527701,0.00005347718,0.0006549822,0.0001370683,0.002187268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003851178,"threshold_uncertainty_score":0.007657528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717132087672811,"score_gpt":0.3177205026358244,"score_spread":0.2805491817590963,"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."}}