{"id":"W2914298719","doi":"10.33137/cpoj.v1i2.32045","title":"FACTOR ANALYSIS OF UPPER LIMB PROSTHETIC ACCEPTANCE FROM RETROSPECTIVE PROSTHETIC CLINICIAN SURVEY","year":2018,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosthesis; Context (archaeology); Amputation; Medicine; Physical therapy; Physical medicine and rehabilitation; Psychology; Surgery","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":[0.0004754475,0.0003838661,0.000757083,0.001294972,0.0003783209,0.0001621173,0.0004296098,0.0002195034,0.0005484041],"category_scores_gemma":[0.000246406,0.0003755478,0.0004064436,0.002200966,0.0003693962,0.0001708448,0.0000284992,0.000662863,0.00001401209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000397582,"about_ca_system_score_gemma":0.0003453015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193929,"about_ca_topic_score_gemma":0.09980457,"domain_scores_codex":[0.9973592,0.0001422184,0.0008498761,0.0003676756,0.0004579346,0.0008231653],"domain_scores_gemma":[0.9974573,0.0001051969,0.0002900899,0.0005540793,0.0009696663,0.0006237275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000484628,0.00006401914,0.9811231,0.00001503294,0.002034179,0.00001578431,0.002142487,0.0002530125,0.0005565254,0.0002232637,0.0009031334,0.01262101],"study_design_scores_gemma":[0.0003240318,0.0003360218,0.990675,0.00004447023,0.0004288083,0.00001429472,0.0001270808,0.002713457,0.001230794,0.0005280433,0.003144414,0.0004336078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948159,0.000612631,0.0007922421,0.0001866342,0.0007797829,0.0003843397,0.000761121,0.00007881353,0.001588486],"genre_scores_gemma":[0.998255,0.0003823789,0.00073286,0.0001964859,0.0001845894,0.0000100096,0.00005974622,0.0000808713,0.00009809484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09761064,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726447371303566,"score_gpt":0.2463037806072058,"score_spread":0.2290393068941702,"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."}}