{"id":"W1979914546","doi":"10.1377/hlthaff.2010.0436","title":"Implications Of Health Reform For The Medical Technology Industry","year":2010,"lang":"en","type":"article","venue":"Health Affairs","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Health reform; Business; Health care reform; Health information technology; Health technology; Health policy; Health care; Economic growth; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002465534,0.00008273866,0.0003335721,0.0002170185,0.0002741468,0.000007269135,0.0003653296,0.0002846518,0.0001301563],"category_scores_gemma":[0.0003206047,0.00007084769,0.000056576,0.0003411898,0.0001239718,0.00003925807,0.00007016202,0.0005979628,0.00003853601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661587,"about_ca_system_score_gemma":0.0004861425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005335557,"about_ca_topic_score_gemma":0.00410907,"domain_scores_codex":[0.9983748,0.00001280593,0.0008761437,0.000233858,0.00004211837,0.0004603429],"domain_scores_gemma":[0.9985954,0.00008892253,0.0005275732,0.0005486815,0.00003329208,0.0002061106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000226061,0.00004265597,0.002159928,0.0001406183,0.00001055574,5.01484e-8,0.0001494057,6.431521e-7,2.076411e-7,0.9424792,0.006330049,0.04868444],"study_design_scores_gemma":[0.000325843,0.0001557035,0.01659755,0.00001943948,9.980818e-7,0.000006048591,0.0008186327,0.0001410081,0.000004644709,0.06255557,0.9192923,0.0000822679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002220738,0.00178402,0.007456943,0.9776236,0.0005709998,0.0009021205,0.0001780878,0.00005931407,0.00920416],"genre_scores_gemma":[0.9893308,0.0006688678,0.001026355,0.008311704,0.0001377704,0.0002895073,0.00001153426,0.00001526709,0.0002082431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.98711,"threshold_uncertainty_score":0.8065802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06644897567081616,"score_gpt":0.3459065368068894,"score_spread":0.2794575611360732,"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."}}