{"id":"W2131505264","doi":"10.1177/0954411914527741","title":"Three-dimensional geometric analysis of the talus for designing talar prosthetics","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ankle; Prosthesis; Orthodontics; Implant; Computer science; Biomedical engineering; Artificial intelligence; Mathematics; Medicine; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002250548,0.0001697783,0.0009029106,0.0009210744,0.00003042631,0.00000264519,0.0002881589,0.0001212519,0.000008325116],"category_scores_gemma":[0.005934267,0.00009724151,0.0004463116,0.002247675,0.0001503214,0.00008199415,0.00005460441,0.0003703505,7.028076e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006957598,"about_ca_system_score_gemma":0.00008080469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005517072,"about_ca_topic_score_gemma":6.782091e-7,"domain_scores_codex":[0.9978264,0.000007101545,0.001096962,0.0001245172,0.0007436929,0.0002013416],"domain_scores_gemma":[0.9980317,0.0003057251,0.000703415,0.0001344264,0.0007272332,0.000097485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008749382,0.0005255747,0.01225803,0.002016112,0.002150874,0.000003504597,0.0002851928,0.531978,0.4230002,0.02325091,0.001630604,0.002026165],"study_design_scores_gemma":[0.007682735,0.002595501,0.02284146,0.009580085,0.005215531,0.0001895027,0.0001400196,0.6051628,0.3431322,0.0006086495,0.002469545,0.0003820046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457853,0.0006173236,0.05119848,0.0009820593,0.0009337729,0.0004150843,0.00000445732,0.00001290635,0.00005065742],"genre_scores_gemma":[0.9954368,0.00003030527,0.004283066,0.00003806498,0.0001787342,0.000005046166,0.000001253491,0.00001533196,0.00001140505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07986797,"threshold_uncertainty_score":0.71043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901904532890055,"score_gpt":0.2407735024467053,"score_spread":0.2217544571178048,"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."}}