{"id":"W2313810178","doi":"10.1177/0161734614558278","title":"Reproducibility of Acetabular Landmarks and a Standardized Coordinate System Obtained from 3D Hip Ultrasound","year":2014,"lang":"en","type":"article","venue":"Ultrasonic Imaging","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reproducibility; Ultrasound; Acetabulum; 3D ultrasound; Landmark; Repeatability; Nuclear medicine; Biomedical engineering; Medicine; Anatomy; Computer science; Radiology; Mathematics; Computer vision","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":[0.01129283,0.0004822239,0.0004542438,0.001748473,0.0003749857,0.00111075,0.0005503818,0.0005197756,0.0006839494],"category_scores_gemma":[0.04427636,0.0003850519,0.000530977,0.001649302,0.0009461657,0.0004982642,0.001117838,0.0003567214,0.0003877135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004369994,"about_ca_system_score_gemma":0.0004903275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301309,"about_ca_topic_score_gemma":0.003391625,"domain_scores_codex":[0.9840883,0.007442476,0.002090863,0.002093166,0.00402187,0.0002633948],"domain_scores_gemma":[0.9650262,0.01150582,0.005003263,0.009274593,0.008854428,0.0003357496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002662529,0.0001894167,0.6368411,0.0007191628,0.0007043186,0.0003843325,0.003848328,0.01162343,0.1410885,0.002048051,0.001656185,0.1982346],"study_design_scores_gemma":[0.00009032306,0.0009543015,0.943958,0.00007048671,0.0002215822,0.0009027135,0.0005855075,0.01309325,0.0360969,0.000574214,0.00333321,0.0001194411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8132418,0.001008281,0.1792706,0.00008579752,0.000187424,0.0003196223,0.00105515,0.0007129629,0.00411835],"genre_scores_gemma":[0.9587788,0.0001291167,0.03989324,0.00003306209,0.00003459541,0.0001971632,0.0005113463,0.0001321218,0.0002905021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01129283,"threshold_uncertainty_score":0.0597229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006876720322227956,"score_gpt":0.2335136957893395,"score_spread":0.2266369754671116,"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."}}