{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.001955003,0.001543678,0.001010219,0.00202109,0.0003730971,0.001145293,0.002049583,0.0009819757,0.06531535],"category_scores_gemma":[0.0071059,0.00109518,0.0007485389,0.0009926547,0.0004336501,0.001316238,0.002067446,0.001279694,0.02605483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811723,"about_ca_system_score_gemma":0.001653292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159749,"about_ca_topic_score_gemma":0.0023847,"domain_scores_codex":[0.9988426,0.0001593733,0.0001763582,0.0002461638,0.0004785271,0.00009699096],"domain_scores_gemma":[0.996987,0.001244954,0.0002449676,0.0003342255,0.0009716926,0.0002171512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003102014,0.0002877607,0.006795093,0.002631175,0.0003573268,0.0006900409,0.0008158308,0.002864462,0.08046198,0.00467792,0.3423184,0.5549981],"study_design_scores_gemma":[0.00109581,0.0006179441,0.02040509,0.0006841997,0.0002575278,0.00318557,0.0001931815,0.04872729,0.1482319,0.006429593,0.7696669,0.0005051795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.007713712,0.001057043,0.5365818,0.0002849211,0.0003609331,0.001441636,0.01635051,0.4265987,0.009610729],"genre_scores_gemma":[0.0793791,0.001489878,0.7106752,0.001308493,0.0004803949,0.009578806,0.05515997,0.1144836,0.0274445],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9979504,"threshold_uncertainty_score":0.2185016,"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."}}