{"id":"W3134877959","doi":"10.1007/s10198-021-01278-0","title":"The cost of chemotherapy administration: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"The European Journal of Health Economics","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Checklist; Interquartile range; Indirect costs; Systematic review; Outlier; Health care; MEDLINE; Meta-analysis; Health administration; Cost–benefit analysis; Emergency medicine; Intensive care medicine; Public health; Statistics; Surgery; Internal medicine; Accounting; Business; Pathology; Psychology","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":[0.01492431,0.0003737859,0.009831797,0.0001948595,0.0002263458,0.0001627985,0.0009071806,0.00005939,0.0001128912],"category_scores_gemma":[0.0002996567,0.0002216548,0.002886951,0.0002972239,0.0001627115,0.0001541211,0.00007927138,0.0004451385,0.00003704361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910881,"about_ca_system_score_gemma":0.000538217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001080249,"about_ca_topic_score_gemma":0.00001754524,"domain_scores_codex":[0.9923614,0.0009589656,0.006061635,0.0002886253,0.00003673731,0.0002926384],"domain_scores_gemma":[0.9842591,0.0005409728,0.01406468,0.0008763901,0.0001131467,0.0001457316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001499279,0.0001138738,0.000004436444,0.5844582,0.2590436,0.00001490134,0.0004027676,0.000035429,8.535966e-10,0.05055283,0.005391151,0.09996779],"study_design_scores_gemma":[0.000143814,0.0001271034,0.00000712392,0.005824161,0.1138342,0.0001485594,0.00003475579,0.00000439291,2.315284e-8,0.0003311915,0.8793132,0.0002314877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000106672,0.9919421,0.0003519513,0.004421078,0.0001897876,0.001117042,0.0002508005,0.000003049738,0.001723113],"genre_scores_gemma":[0.00006672789,0.9973131,0.00009736212,0.001795174,0.000128711,0.00002258162,0.000009298792,0.00005793749,0.0005090411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8739221,"threshold_uncertainty_score":0.903882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1770221126617249,"score_gpt":0.3492698412250136,"score_spread":0.1722477285632887,"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."}}