{"id":"W2904333712","doi":"10.1097/jpo.0000000000000238","title":"Economic Value of Orthotic and Prosthetic Services Among Medicare Beneficiaries: A Claims-Based Retrospective Cohort Study, 2011–2014","year":2018,"lang":"en","type":"article","venue":"JPO Journal of Prosthetics and Orthotics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Medicine; Propensity score matching; Cohort; Retrospective cohort study; Orthotics; Physical therapy; Medicare Advantage; Health care; Selection bias; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001691831,0.0003158844,0.0004491236,0.002227395,0.0007591441,0.0009140801,0.0006588101,0.0004300528,0.001303791],"category_scores_gemma":[0.005299184,0.000401388,0.0009711263,0.002881669,0.0003761582,0.0007769679,0.000826722,0.0006922989,0.0002292631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099277,"about_ca_system_score_gemma":0.0009174209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01811518,"about_ca_topic_score_gemma":0.01823287,"domain_scores_codex":[0.9986694,0.0002359891,0.0002757178,0.0002820355,0.0003220612,0.0002148375],"domain_scores_gemma":[0.9957085,0.0004266309,0.002753373,0.0003430757,0.0004066515,0.0003617573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008045445,0.0000311652,0.9990335,0.0000128919,0.0000870829,0.00003170175,0.00003715158,0.00003297546,0.00003236699,0.00002101017,0.0001591125,0.0004405567],"study_design_scores_gemma":[0.000008279068,0.00004503989,0.9992968,0.00001042103,0.0000520631,0.0001229325,0.00009643329,0.0001618211,0.00002861337,0.00001488322,0.0001585359,0.000004018161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953843,0.0002778365,0.00009863682,0.00005315797,0.000006020242,0.00003764151,0.003898355,0.00000314664,0.0002408567],"genre_scores_gemma":[0.9957629,0.0001921112,0.0001560863,0.00005088478,0.00001975405,0.00005467284,0.003625019,0.000002723948,0.0001357603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811518,"threshold_uncertainty_score":0.0360195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927699191953305,"score_gpt":0.3452479697654486,"score_spread":0.2959709778459156,"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."}}