{"id":"W7011552402","doi":"","title":"Modeling and visualizing vertebral anatomy from freehand 3D ultrasound","year":2024,"lang":"en","type":"other","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"3D ultrasound; Scoliosis; Landmark; Ultrasound; Orientation (vector space); Visualization; 3d model; Deep learning","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":[0.0002972457,0.0006749507,0.0004413684,0.001174701,0.0002370564,0.001775747,0.0009071637,0.001204139,0.002072051],"category_scores_gemma":[0.00141049,0.000790642,0.001259662,0.0005537022,0.0005304675,0.0007248458,0.001253602,0.0009139581,0.0009157198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004137268,"about_ca_system_score_gemma":0.001265944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006921927,"about_ca_topic_score_gemma":0.01316108,"domain_scores_codex":[0.9997066,0.00003428046,0.000017502,0.00006672525,0.0001428738,0.00003200282],"domain_scores_gemma":[0.9996939,0.0001546685,0.00003739093,0.00003826704,0.00005539523,0.00002034436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000163883,0.00009667883,0.003425681,0.0004041695,0.00008151701,0.0004985305,0.0004887987,0.6429332,0.07141041,0.00625609,0.003405605,0.2708354],"study_design_scores_gemma":[0.000007564267,0.00004227024,0.001177293,0.00003547778,0.00001307636,0.0003026664,0.00005421083,0.9846684,0.008415037,0.002167693,0.003092867,0.00002336015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03747501,0.0003880537,0.9576312,0.0001704699,0.00003095881,0.000125606,0.0005443385,0.002136832,0.001497583],"genre_scores_gemma":[0.446815,0.001709894,0.5440363,0.0002047622,0.0000638333,0.0003415631,0.002141917,0.0005793608,0.004107376],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006921927,"threshold_uncertainty_score":0.01376325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744096068260968,"score_gpt":0.3160768944229826,"score_spread":0.2986359337403729,"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."}}