{"id":"W4225603097","doi":"10.1017/s0266462322000216","title":"A systematic literature review of revealed preferences of decision-makers for recommendations of cancer drugs in health technology assessment","year":2022,"lang":"en","type":"review","venue":"International Journal of Technology Assessment in Health Care","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Medicine; Health technology; MEDLINE; Socioeconomic status; Family medicine; Systematic review; Inclusion (mineral); Environmental health; Health care; Political science; Psychology; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.02747772,0.001600197,0.006858206,0.01329645,0.0007285224,0.004001907,0.00182562,0.002112874,0.004701319],"category_scores_gemma":[0.1355918,0.0009560425,0.007080832,0.01252308,0.001010038,0.003157605,0.001737806,0.001581608,0.0002893605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005650384,"about_ca_system_score_gemma":0.0139348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006092221,"about_ca_topic_score_gemma":0.01706563,"domain_scores_codex":[0.9700102,0.01554803,0.008847478,0.001193991,0.003957108,0.0004431474],"domain_scores_gemma":[0.8528014,0.12998,0.01016128,0.00108904,0.005485391,0.0004828537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002664435,0.00002561218,0.0009213832,0.8985052,0.009195808,0.0001065758,0.0003230643,0.0002083228,0.00009446887,0.0006264861,0.001105388,0.08862121],"study_design_scores_gemma":[0.0001729099,0.0001569029,0.002737704,0.9395455,0.04214486,0.0002771952,0.0004739787,0.0001289929,0.0001397545,0.0007140765,0.013469,0.00003907937],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001301838,0.9963984,0.0004382802,0.0005281146,0.00009382039,0.0004137174,0.0003237815,0.000005880334,0.0004961002],"genre_scores_gemma":[0.02436609,0.9722236,0.001684153,0.0005827058,0.00007928385,0.0007211768,0.0002410819,0.000005129551,0.00009669363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02747772,"threshold_uncertainty_score":0.1453179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2175822417295722,"score_gpt":0.5649178472251104,"score_spread":0.3473356054955382,"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."}}