{"id":"W3168117961","doi":"","title":"SonoAssist: Open source acquisition software for ultrasound imaging studies","year":2021,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Software; Computer vision; Inertial measurement unit; Data acquisition; Timestamp; Artificial intelligence; Synchronization (alternating current); Process (computing); Interface (matter); Ultrasound; Real-time computing; Radiology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004671248,0.0002132985,0.0004868202,0.00005007197,0.0003564064,0.000165968,0.000261738,0.00009392794,0.0004183798],"category_scores_gemma":[0.00492957,0.0001986412,0.0001699011,0.0003815496,0.0001706693,0.0002124416,0.0002248232,0.0002273802,0.000200603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663384,"about_ca_system_score_gemma":0.0002366586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001740542,"about_ca_topic_score_gemma":0.00005453597,"domain_scores_codex":[0.9983131,0.00005860704,0.0003922253,0.0006174917,0.0002483643,0.0003701969],"domain_scores_gemma":[0.9953071,0.002931409,0.0001610878,0.0007029237,0.0007093939,0.0001881217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009869116,0.002715657,0.2963551,0.001126468,0.001876325,0.00008907737,0.006535219,0.0001251896,0.08116594,0.009043103,0.5457608,0.05422021],"study_design_scores_gemma":[0.005836279,0.0002762214,0.08340321,0.0006476623,0.0009251395,0.0004075865,0.009921968,0.0001583999,0.01589875,0.01154189,0.8701578,0.0008250276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5263643,0.01105393,0.2874773,0.1550221,0.001738597,0.006701177,0.0004785733,0.001327827,0.009836228],"genre_scores_gemma":[0.7540182,0.0006129969,0.1776956,0.01363587,0.001359359,0.001272105,0.000769769,0.0001770405,0.05045904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324397,"threshold_uncertainty_score":0.8100351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884395631982014,"score_gpt":0.3803189577114481,"score_spread":0.331475001391628,"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."}}