{"id":"W4407824108","doi":"10.1002/9781394191369.ch2.2","title":"Health Technology Assessment and Value‐Based Care","year":2025,"lang":"en","type":"other","venue":"","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Value (mathematics); Computer science; Machine learning","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":[0.02020358,0.001152866,0.001226809,0.006895588,0.000909588,0.01033412,0.001981205,0.004450701,0.03553549],"category_scores_gemma":[0.09709622,0.0004580882,0.000995634,0.009438706,0.005674104,0.00757542,0.004775902,0.005103274,0.006174356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008543684,"about_ca_system_score_gemma":0.008764014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007480705,"about_ca_topic_score_gemma":0.003358961,"domain_scores_codex":[0.9709455,0.01928672,0.001232481,0.001235493,0.006520391,0.0007793987],"domain_scores_gemma":[0.9364743,0.04740124,0.003507651,0.003656435,0.007832142,0.001128262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003278434,0.00005322398,0.001180662,0.001036132,0.00009099078,0.00005475284,0.0001207397,0.003627932,0.00003522523,0.6558823,0.07547551,0.2624097],"study_design_scores_gemma":[0.0000219724,0.00004287881,0.001124623,0.003526102,0.0000388245,0.0001233398,0.0001951845,0.004186687,0.0001854729,0.6762996,0.3142079,0.00004737898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002443919,0.144481,0.08668596,0.1898554,0.004300931,0.000556924,0.00271188,0.0004863529,0.5684777],"genre_scores_gemma":[0.3255143,0.4378063,0.1047011,0.02783324,0.01852313,0.001794464,0.00383581,0.0006017,0.0793899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03553549,"threshold_uncertainty_score":0.1188781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2457320187682646,"score_gpt":0.4845141918382214,"score_spread":0.2387821730699568,"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."}}