{"id":"W2281904640","doi":"","title":"The bleeding edge","year":2014,"lang":"en","type":"article","venue":"Foreign Policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; China; Business; Food and drug administration; Investment (military); Medical care; Health technology; Foreign direct investment; Economic growth; Political science; Marketing; Medicine; Health care; Economics; Family medicine; Risk analysis (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000932313,0.00008716155,0.0001444891,0.0001430011,0.0003799688,0.00007944232,0.0002584632,0.00004701682,0.0000497412],"category_scores_gemma":[0.0004188961,0.00007502472,0.00006830847,0.0002041991,0.00003878883,0.00007977376,0.00007918557,0.0001125577,0.0015192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008127141,"about_ca_system_score_gemma":0.00001763517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00260759,"about_ca_topic_score_gemma":0.00004681296,"domain_scores_codex":[0.9990529,0.00001825616,0.000317403,0.0001790765,0.00002374181,0.0004086026],"domain_scores_gemma":[0.9993495,0.00009539304,0.0001245023,0.0003240696,0.00001151148,0.0000950251],"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":[0.000001652957,0.000005767516,0.0005888541,0.000011158,0.000009979786,1.369653e-7,0.00012551,0.000003810524,5.062266e-7,0.9845728,0.00671401,0.007965791],"study_design_scores_gemma":[0.00008177236,0.00001969016,0.001447041,0.000002331443,5.939415e-7,5.764956e-7,0.00002345571,0.0005439039,0.000008737588,0.4384544,0.5593615,0.0000559684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001950528,0.0003215311,0.003994537,0.02075383,0.0001845366,0.0001501514,0.0000175373,0.00005700531,0.9725704],"genre_scores_gemma":[0.9887072,0.0001578214,0.0001390982,0.003623337,0.001147142,0.0000325912,0.000002527244,0.00001679216,0.006173436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9867567,"threshold_uncertainty_score":0.9992582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0441514384418349,"score_gpt":0.2693642564321675,"score_spread":0.2252128179903326,"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."}}