{"id":"W1966167324","doi":"10.2298/jmh0203245m","title":"The role of evidence-based laboratory medicine in health service","year":2002,"lang":"en","type":"article","venue":"Jugoslovenska medicinska biohemija","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical laboratory; Evidence-based medicine; Medicine; Health care; Systematic review; Alternative medicine; Quality (philosophy); Medical education; Variety (cybernetics); Service (business); Best practice; MEDLINE; Family medicine; Nursing; Pathology; Business; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3940611,0.00269731,0.009068593,0.02756495,0.004724513,0.04085436,0.01196359,0.03420936,0.01090057],"category_scores_gemma":[0.5875911,0.002627822,0.003555648,0.02110928,0.03635715,0.04492953,0.02889991,0.04200058,0.003282666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04159785,"about_ca_system_score_gemma":0.09670376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032427,"about_ca_topic_score_gemma":0.006508495,"domain_scores_codex":[0.6368809,0.23656,0.04912717,0.01345756,0.05778586,0.006188451],"domain_scores_gemma":[0.1139719,0.7506723,0.03047987,0.02040436,0.0617235,0.02274816],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002493319,0.0002895385,0.002558187,0.03086567,0.001125004,0.0003984619,0.003007097,0.001863803,0.0001878886,0.2886474,0.1639736,0.506834],"study_design_scores_gemma":[0.0002456528,0.0003113286,0.00257876,0.1932718,0.0004378512,0.0005988012,0.00181588,0.00154165,0.000311495,0.3442085,0.4543405,0.0003378375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003774651,0.4689667,0.007238361,0.5031722,0.008338019,0.0001604433,0.0001241702,0.0001395774,0.01148306],"genre_scores_gemma":[0.05235288,0.6921635,0.0496357,0.1752069,0.02768412,0.000944963,0.000314305,0.0002585268,0.001439096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6059389,"threshold_uncertainty_score":0.7472305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7014181471210043,"score_gpt":0.4981188222012731,"score_spread":0.2032993249197312,"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."}}