{"id":"W2180089718","doi":"10.1017/s0266462315000410","title":"DECISION-MAKING ALIGNED WITH RAPID-CYCLE EVALUATION IN HEALTH CARE","year":2015,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health care; Medicine; Management science; Political science; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4416991,0.003085842,0.003850927,0.005750203,0.002816421,0.01311813,0.005916805,0.005470084,0.008647439],"category_scores_gemma":[0.5445272,0.002102203,0.00424418,0.004697786,0.007762207,0.0109011,0.01240436,0.006939762,0.001165882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02099969,"about_ca_system_score_gemma":0.0620873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281433,"about_ca_topic_score_gemma":0.003919791,"domain_scores_codex":[0.3681386,0.5836033,0.0171609,0.007404664,0.01940777,0.004284878],"domain_scores_gemma":[0.3097219,0.6035756,0.03219188,0.01874609,0.02938216,0.006382407],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004125635,0.00153456,0.009369045,0.01523342,0.002373336,0.0005796821,0.008466654,0.1414838,0.001205382,0.2371289,0.01477837,0.5637212],"study_design_scores_gemma":[0.003803924,0.005170476,0.007456845,0.01723809,0.001377413,0.0003724554,0.00407212,0.1616938,0.00655942,0.7308702,0.06066948,0.0007157925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03845961,0.01134662,0.8451453,0.03359842,0.001177688,0.03650775,0.0006947885,0.001121279,0.03194857],"genre_scores_gemma":[0.2522125,0.002304599,0.7269775,0.002454835,0.0003024128,0.01470469,0.0002706622,0.0001067611,0.0006661462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4416991,"threshold_uncertainty_score":0.6884844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659553953065333,"score_gpt":0.506778226186172,"score_spread":0.3408228308796387,"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."}}