{"id":"W2913276187","doi":"10.33137/cpoj.v1i2.32026","title":"MODULAR PRINCIPLE TO PRODUCE ACTIVE PROSTHETIC HAND","year":2018,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amputation; Modular design; Presentation (obstetrics); Modularity (biology); Orthotics; Medicine; Computer science; Physical medicine and rehabilitation; Orthodontics; Surgery; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002642139,0.0002702087,0.0002128373,0.000418229,0.0004177762,0.0005187005,0.0003669786,0.0001699337,0.0001582969],"category_scores_gemma":[0.00008529196,0.0002817548,0.00007334345,0.0004590624,0.000187969,0.0003708866,0.00002163332,0.0006115734,0.0004412442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005204706,"about_ca_system_score_gemma":0.0005840745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006138504,"about_ca_topic_score_gemma":0.003026263,"domain_scores_codex":[0.9981645,0.00002301629,0.0004419767,0.0002154089,0.0003497062,0.0008054127],"domain_scores_gemma":[0.9977369,0.00001108681,0.00005491909,0.0003849059,0.0004731449,0.001338998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004268959,0.0006947615,0.02015984,0.001121458,0.00159542,0.002220649,0.07440308,0.2449213,0.03647319,0.04370298,0.07386147,0.500419],"study_design_scores_gemma":[0.0007963113,0.0005998451,0.004806446,0.0003025157,0.00006442472,0.002255742,0.0004281249,0.006049362,0.06214449,0.002430836,0.9189563,0.001165581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430249,0.00008888586,0.005002887,0.001296665,0.002122347,0.00104603,0.0001699454,0.0001710759,0.04707728],"genre_scores_gemma":[0.9961075,0.00001150391,0.002095017,0.0003179765,0.0004322974,0.00002078107,0.000009459256,0.00009627337,0.0009091925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8450949,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194999756265926,"score_gpt":0.2281083676568246,"score_spread":0.2161583700941653,"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."}}