{"id":"W2108489912","doi":"10.1017/s0266462303000254","title":"LIFETIME COSTS FOR MEDICAL SERVICES: A METHODOLOGICAL REVIEW","year":2003,"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":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Institute of Health Economics; University of Alberta","funders":"","keywords":"Activity-based costing; Observational study; Actuarial science; Sample (material); Payment; Variety (cybernetics); Discounting; Scope (computer science); Categorization; Cost estimate; Computer science; Cost database; Operations research; Data science; Medicine; Business; Accounting; Economics; Finance; Engineering; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06417404,0.001910582,0.006379069,0.01899795,0.0008242493,0.005381295,0.002686515,0.002018002,0.00375828],"category_scores_gemma":[0.1867799,0.001348068,0.008099099,0.02233433,0.001039297,0.003943846,0.002181025,0.001945281,0.0004799743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008688606,"about_ca_system_score_gemma":0.01582967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005500586,"about_ca_topic_score_gemma":0.00872766,"domain_scores_codex":[0.9496707,0.02699835,0.01075886,0.001679926,0.01044509,0.0004471943],"domain_scores_gemma":[0.8783609,0.09065519,0.0159144,0.002598302,0.01209833,0.0003728911],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00038928,0.00006507085,0.004235629,0.3571251,0.009994445,0.000101789,0.0003428867,0.002337599,0.000107209,0.01301588,0.01236834,0.5999168],"study_design_scores_gemma":[0.0004348694,0.0003066007,0.01071137,0.7946306,0.03416761,0.0007237129,0.0005598097,0.001911084,0.0005693916,0.01587259,0.139993,0.0001193374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004668203,0.9940698,0.002659524,0.0009998933,0.0001940321,0.0005062066,0.0003715727,0.00001209122,0.0007200213],"genre_scores_gemma":[0.01211909,0.9767261,0.008560049,0.0003686705,0.0001833909,0.001551912,0.0003065818,0.00001444851,0.0001698144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9358259,"threshold_uncertainty_score":0.3393888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4660398123882286,"score_gpt":0.615043163409125,"score_spread":0.1490033510208964,"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."}}