{"id":"W4313905229","doi":"10.35493/medu.40.22","title":"Do prosthetic limbs really have to cost an arm and a leg?","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Prosthesis; Health care; Quality of life (healthcare); Disabled people; Business; Quality (philosophy); Operations management; Public relations; Psychology; Medicine; Political science; Physical medicine and rehabilitation; Economic growth; Engineering; Economics; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00246116,0.0004138363,0.0005161116,0.000659148,0.002275718,0.004675722,0.0008651447,0.002669394,0.02202283],"category_scores_gemma":[0.017644,0.0002327396,0.0005144358,0.0008078742,0.004528612,0.005880238,0.001041155,0.002740182,0.004510137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003960731,"about_ca_system_score_gemma":0.004037715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04381988,"about_ca_topic_score_gemma":0.1000871,"domain_scores_codex":[0.9979244,0.0004853266,0.000113031,0.0001517502,0.000852522,0.0004729425],"domain_scores_gemma":[0.9949499,0.00156483,0.000747453,0.0001730323,0.001758906,0.0008057599],"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":[0.0006244992,0.000417938,0.0916469,0.001227996,0.0002335724,0.001262165,0.006993756,0.0003446607,0.001508531,0.0605526,0.2823604,0.5528269],"study_design_scores_gemma":[0.00008943261,0.0006852924,0.1610193,0.004789593,0.0002999498,0.008380239,0.06863268,0.0009273377,0.001613029,0.05736537,0.6959389,0.000258808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1695005,0.04316397,0.005048966,0.6239715,0.008605477,0.0000624581,0.0009925925,0.0001181664,0.1485363],"genre_scores_gemma":[0.8508435,0.03565283,0.003170803,0.07540013,0.001893426,0.00005131842,0.0004214839,0.000137994,0.03242836],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04381988,"threshold_uncertainty_score":0.08712965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384246834289917,"score_gpt":0.2603252450018351,"score_spread":0.2464827766589359,"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."}}