{"id":"W4396558869","doi":"10.1177/20556683241248584","title":"Design and prototype validation of a laterally mounted powered hip joint prothesis","year":2024,"lang":"en","type":"article","venue":"Journal of Rehabilitation and Assistive Technologies Engineering","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Össur; University of Ottawa","keywords":"Prothesis; Joint (building); Computer science; Engineering drawing; Engineering; Prosthesis; Artificial intelligence; Structural engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004053505,0.0001166068,0.0002106598,0.0004081801,0.00001786862,0.00004251923,0.00005380456,0.00009441578,0.000001913091],"category_scores_gemma":[0.0005352482,0.00009363092,0.00004859039,0.0002240616,0.00007895131,0.0001648223,0.00001757274,0.0001756814,3.42655e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005821978,"about_ca_system_score_gemma":0.00001936714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.945218e-7,"about_ca_topic_score_gemma":2.746221e-8,"domain_scores_codex":[0.9992774,0.00002001007,0.000393996,0.00009384157,0.0001210305,0.00009376129],"domain_scores_gemma":[0.9993269,0.0003536303,0.00006877688,0.00007537926,0.0001504786,0.00002485787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001214082,0.00009014767,0.001783484,0.005239312,0.0004160324,0.00001757352,0.003505095,0.3627973,0.5298266,0.007686512,0.0001367973,0.08837964],"study_design_scores_gemma":[0.0009411126,0.003018451,0.02850689,0.002780858,0.0001283904,0.0001072132,0.002071426,0.7923974,0.1614049,0.007043886,0.001050335,0.0005491543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6838397,0.002784583,0.3112697,0.0008659412,0.0001782613,0.0006498397,0.000003971656,0.0003914892,0.00001652739],"genre_scores_gemma":[0.8802528,0.0001677111,0.1195257,9.835805e-7,0.000006889042,0.00002519602,4.306335e-7,0.0000167855,0.000003532148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4296,"threshold_uncertainty_score":0.3818158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00987739195012198,"score_gpt":0.2240437455656432,"score_spread":0.2141663536155212,"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."}}