{"id":"W2014013247","doi":"10.3113/fai.2011.1155","title":"Validation and Precision of Model-Based Radiostereometric Analysis (MBRSA) for Total Ankle Arthroplasty","year":2011,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Prosthesis; Tibia; Protocol (science); Implant; Biomedical engineering; Orthodontics; Nuclear medicine; Surgery; Pathology","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":[0.008230608,0.0008742269,0.0005360449,0.001212386,0.0003492048,0.0009196374,0.001016225,0.000775097,0.0009281014],"category_scores_gemma":[0.02004654,0.0006458341,0.0005115786,0.000565547,0.00062835,0.000485662,0.0008505053,0.0004060318,0.0006524692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004587364,"about_ca_system_score_gemma":0.0006220019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030828,"about_ca_topic_score_gemma":0.001840077,"domain_scores_codex":[0.9926877,0.002965025,0.0004022887,0.0007568566,0.003082899,0.0001051615],"domain_scores_gemma":[0.9887443,0.004530489,0.001660132,0.002309719,0.002670511,0.00008485298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002166465,0.0003186633,0.08447988,0.0007138144,0.0003561813,0.0001111617,0.0008501209,0.02396742,0.5937006,0.0007444305,0.0007499851,0.2918411],"study_design_scores_gemma":[0.0002638633,0.007172602,0.2426613,0.0002091224,0.0008043302,0.003941194,0.0002365984,0.2127816,0.5216058,0.0007457703,0.009273127,0.0003046754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5886196,0.002764447,0.4033894,0.0001171351,0.0001298307,0.0003053804,0.000341601,0.001811789,0.002520762],"genre_scores_gemma":[0.8592182,0.0003190258,0.1394803,0.00004772778,0.00003436435,0.0001013888,0.0001850238,0.0001508803,0.000462987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008230608,"threshold_uncertainty_score":0.04352814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04815060120098581,"score_gpt":0.2911501428523408,"score_spread":0.242999541651355,"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."}}