{"id":"W2072493460","doi":"10.1007/s40273-014-0176-4","title":"Transparency in Reimbursement Decisions: In Whose Best Interest?","year":2014,"lang":"en","type":"article","venue":"PharmacoEconomics","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Transparency (behavior); Reimbursement; Health economics; Quality of Life Research; Health administration; Business; Accounting; Public health; Public interest; Actuarial science; Medicine; Economics; Health care; Nursing; Political science","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":[0.09345756,0.0005650896,0.002344948,0.002633675,0.003729845,0.02596002,0.003373922,0.02739244,0.008813233],"category_scores_gemma":[0.365931,0.0009076478,0.001133054,0.00311175,0.01785631,0.02963599,0.003999511,0.02617157,0.001243831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01305341,"about_ca_system_score_gemma":0.02450781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375405,"about_ca_topic_score_gemma":0.01255121,"domain_scores_codex":[0.9196678,0.04826659,0.00409192,0.005124683,0.01520418,0.007644815],"domain_scores_gemma":[0.5577381,0.3371497,0.04965529,0.01051414,0.03114925,0.01379343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003395485,0.000189484,0.007974016,0.0004440698,0.0002092909,0.0002795725,0.001533928,0.001695512,0.0002240865,0.8284533,0.09692398,0.06173319],"study_design_scores_gemma":[0.0002000267,0.00005399364,0.005475959,0.001158178,0.0001033579,0.0001973377,0.001429833,0.003253513,0.0003552651,0.9485295,0.03912589,0.0001171166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00764321,0.009323465,0.006759982,0.9537628,0.001569744,0.00003098859,0.0001458011,0.00004374846,0.02072019],"genre_scores_gemma":[0.7696766,0.009424734,0.004484431,0.1967947,0.01569689,0.0001295748,0.0001205909,0.0001058326,0.003566635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09345756,"threshold_uncertainty_score":0.4942567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801949536739273,"score_gpt":0.2955648669192686,"score_spread":0.2153699132453413,"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."}}