{"id":"W2129077224","doi":"10.1017/s0266462304000959","title":"Differences between systematic reviews and health technology assessments: A trade-off between the ideals of scientific rigor and the realities of policy making","year":2004,"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":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Health technology; Systematic review; Inclusion (mineral); Evidence-based policy; Political science; Medicine; Psychology; MEDLINE; Public relations; Public economics; Economics; Alternative medicine; Health care; Pathology; Social 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":[0.02610176,0.000178676,0.002097983,0.002027026,0.0002256489,0.00006642054,0.0009040186,0.0001749065,0.000004547699],"category_scores_gemma":[0.002761686,0.0001294174,0.0001159363,0.000567606,0.0008183396,0.0002347463,0.0001696806,0.0005480081,0.000001188619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297513,"about_ca_system_score_gemma":0.001126114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007324173,"about_ca_topic_score_gemma":0.0001995417,"domain_scores_codex":[0.9910793,0.0007467137,0.007276239,0.0002972967,0.0002915197,0.0003088977],"domain_scores_gemma":[0.987255,0.001421181,0.0106536,0.0003808844,0.0002243665,0.00006493624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001158237,0.00004553519,0.3268796,0.007115419,0.0002423464,9.946408e-7,0.003585162,0.00001702767,6.161877e-7,0.6580424,0.0000983128,0.00396099],"study_design_scores_gemma":[0.005938781,0.001206003,0.4265869,0.02787437,0.00006543621,0.0001676542,0.07468244,0.0001397872,0.00001617537,0.4593461,0.003578686,0.0003976284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3944455,0.05718292,0.002572888,0.5429139,0.0004782945,0.002041708,0.0002594249,0.00001811192,0.00008727919],"genre_scores_gemma":[0.9907871,0.00437859,0.003377789,0.001234712,0.0001212553,0.00007651632,0.00000766723,0.00001192802,0.000004468623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5963416,"threshold_uncertainty_score":0.9046401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.285626732273298,"score_gpt":0.5210240868373837,"score_spread":0.2353973545640857,"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."}}