{"id":"W6980467758","doi":"","title":"Catch Me If You Can: Questionable Modelling Assumptions and Parameter Choices and Their Impact on Drug Reimbursement Decisions","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Agency (philosophy); Health technology; Quality (philosophy); Health economics; Intervention (counseling); Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3550569,0.001239935,0.002643791,0.005823006,0.002123595,0.01319287,0.00403429,0.006029823,0.002354055],"category_scores_gemma":[0.7426269,0.00159587,0.004042631,0.005502405,0.00500492,0.009902238,0.003985634,0.007746911,0.0006398473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272232,"about_ca_system_score_gemma":0.01882024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336006,"about_ca_topic_score_gemma":0.0132044,"domain_scores_codex":[0.6462439,0.2905873,0.02325118,0.007551772,0.02991118,0.002454675],"domain_scores_gemma":[0.1646552,0.7505335,0.03944021,0.01635694,0.02782754,0.001186668],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004830933,0.0004541234,0.09191121,0.01567057,0.007410748,0.003274522,0.01473211,0.1418952,0.001564399,0.2368965,0.06866832,0.4126913],"study_design_scores_gemma":[0.001147458,0.001364367,0.03753887,0.04072029,0.005798297,0.003018066,0.01247632,0.1816807,0.00491864,0.5886649,0.1209317,0.001740448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2477335,0.09872915,0.2951063,0.3153716,0.005554773,0.002034623,0.004174163,0.0006771766,0.03061869],"genre_scores_gemma":[0.8347913,0.01845798,0.123222,0.01901074,0.001243277,0.000923442,0.000922293,0.0003216404,0.001107363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9939702,"threshold_uncertainty_score":0.7953296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3863115190747727,"score_gpt":0.4162520690041273,"score_spread":0.02994054992935458,"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."}}