{"id":"W4318423808","doi":"","title":"New Search Strategies Optimize MEDLINE Retrieval of Sound Studies on Treatment or Prevention of Health Disorders. A review of: Haynes, R. Brian, K. Ann McKibbon, Nancy L. Wilczynski, Stephen D. Walter, and Stephen R. Were. “Optimal search strategies for retrieving scientifically strong studies of treatment from Medline: analytical survey.” BMJ 330.7501 (21 May 2005): 1179.","year":2006,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); MEDLINE; Psychology; Medicine; Psychoanalysis; Political science; Physics; Acoustics","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":[],"category_scores_codex":[0.1061733,0.004465291,0.01029031,0.07928987,0.001964953,0.008384127,0.004272725,0.003370783,0.05341242],"category_scores_gemma":[0.3444849,0.003404204,0.006311125,0.05830661,0.001563341,0.01391543,0.006578746,0.002824869,0.009799364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007296313,"about_ca_system_score_gemma":0.02078227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005322103,"about_ca_topic_score_gemma":0.02536746,"domain_scores_codex":[0.8736787,0.06310888,0.05123826,0.002528484,0.008396622,0.001049044],"domain_scores_gemma":[0.5651031,0.3354325,0.04260834,0.009820365,0.04424779,0.002787848],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002278474,0.0002056706,0.002595724,0.5019367,0.004110631,0.0006246773,0.002901464,0.0006990588,0.002538285,0.002839904,0.0819364,0.3973331],"study_design_scores_gemma":[0.01018832,0.001846939,0.01998295,0.5351831,0.02269316,0.001322356,0.004541478,0.003599271,0.00333581,0.01718503,0.3793072,0.0008144887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02807687,0.4780796,0.06474394,0.06875716,0.007494043,0.2348122,0.07419433,0.00568931,0.03815256],"genre_scores_gemma":[0.04512332,0.1952216,0.5335774,0.01255094,0.002918518,0.181766,0.02074372,0.001104744,0.006993751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8938267,"threshold_uncertainty_score":0.5615048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8041032371414162,"score_gpt":0.7098300312307455,"score_spread":0.09427320591067068,"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."}}