{"id":"W2058632396","doi":"10.1177/0309364611409099","title":"Survey of upper limb prosthesis users in Sweden, the United Kingdom and Canada","year":2011,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"European Commission","keywords":"Prosthesis; Medicine; Population; Physical therapy; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003109753,0.0001157143,0.0001242583,0.0001186839,0.00003776859,0.00002498469,0.0001437866,0.00005335357,0.00001410301],"category_scores_gemma":[0.000113275,0.00008789646,0.00001868279,0.0001298297,0.0001345244,0.00003208787,0.00005613229,0.0001364888,3.593071e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003423438,"about_ca_system_score_gemma":0.00005492577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05180779,"about_ca_topic_score_gemma":0.1192098,"domain_scores_codex":[0.9992268,0.00003416068,0.0002881821,0.0001213324,0.0001906645,0.0001388375],"domain_scores_gemma":[0.9994492,0.0001492322,0.00005240745,0.0001291314,0.0001708445,0.0000491709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002267059,0.00004570222,0.9856879,0.00004265141,0.00004115819,0.000003303277,0.0008664423,0.00228019,0.00006351645,0.01003134,0.00005796381,0.0008571605],"study_design_scores_gemma":[0.0002642452,0.00004840806,0.9467037,0.00003724923,0.00001035453,0.000008565223,0.000112069,0.05010179,0.000533242,0.0005954699,0.001438918,0.0001459691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985088,0.0001426035,0.0001982278,0.0002133085,0.0002649419,0.000170878,0.00005417543,0.00001292482,0.0004341449],"genre_scores_gemma":[0.9986668,0.0002195465,0.0009618565,0.00006357149,0.000007962392,0.000007195993,0.00001912626,0.00001881286,0.00003508126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06740201,"threshold_uncertainty_score":0.9545063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914802080037854,"score_gpt":0.2370238821225009,"score_spread":0.1978758613221223,"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."}}