{"id":"W3005823693","doi":"10.1080/17453674.2020.1725345","title":"Low-dose CT-based implant motion analysis is a precise tool for early migration measurements of hip cups: a clinical study of 24 patients","year":2020,"lang":"en","type":"article","venue":"Acta Orthopaedica","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Wellcome Trust","keywords":"Medicine; Pelvis; Implant; Nuclear medicine; Acetabulum; Arthroplasty; Radiology; Surgery","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":[0.001261808,0.001226802,0.0008351281,0.0009110924,0.0005918155,0.0006920825,0.0004035252,0.0007659098,0.001256187],"category_scores_gemma":[0.006475063,0.000606039,0.0005035974,0.0006557367,0.0009035221,0.0003728916,0.0006325144,0.0003904637,0.0004384374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794589,"about_ca_system_score_gemma":0.0002869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008725891,"about_ca_topic_score_gemma":0.0008486175,"domain_scores_codex":[0.9992519,0.0002333164,0.00008498481,0.0002124568,0.0001491262,0.00006824385],"domain_scores_gemma":[0.9969452,0.001144238,0.0007505858,0.0004762313,0.0003555137,0.0003282458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002581695,0.0008077032,0.9728775,0.00006458967,0.00007863902,0.001964034,0.0009377383,0.000308873,0.006030386,0.00001864961,0.0001231198,0.01420707],"study_design_scores_gemma":[0.0003212804,0.007029905,0.9750709,0.00001730209,0.0001824596,0.01175989,0.000458181,0.0007750808,0.003519259,0.00004236437,0.0007549216,0.0000683606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994007,0.0001994074,0.0002322865,0.000005369889,0.000001784013,0.0000249757,0.00005298349,0.000004388573,0.00007819393],"genre_scores_gemma":[0.9990804,0.0001140855,0.0005033601,0.00001570442,0.00001373061,0.00004718421,0.000117687,0.000005931733,0.0001018333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261808,"threshold_uncertainty_score":0.006673217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06258248121241052,"score_gpt":0.3199070384527553,"score_spread":0.2573245572403448,"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."}}