{"id":"W1584675425","doi":"10.18438/b8x88x","title":"Varied Search Protocols Lead to Clinically Relevant Results","year":2008,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); MEDLINE; Randomized controlled trial; Cochrane Library; Journal club; Medicine; Medical library; Clinical trial; Family medicine; Alternative medicine; Medical education; Surgery; Internal medicine; Nursing; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.3101299,0.008242192,0.02202287,0.06362233,0.005349656,0.01478339,0.0082151,0.01311502,0.08231375],"category_scores_gemma":[0.7086169,0.006934549,0.01443742,0.04107014,0.007072644,0.01889985,0.01581602,0.006379609,0.02185635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01778977,"about_ca_system_score_gemma":0.03440685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004500219,"about_ca_topic_score_gemma":0.01233758,"domain_scores_codex":[0.5108114,0.2052178,0.2218959,0.0169112,0.04009616,0.00506748],"domain_scores_gemma":[0.3079545,0.5314342,0.04792518,0.04798786,0.06253464,0.002163678],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.004393557,0.0003018631,0.001922717,0.8085355,0.009882981,0.001722588,0.006514573,0.0005628296,0.001306156,0.01000785,0.05826667,0.09658273],"study_design_scores_gemma":[0.009395417,0.0006098466,0.002880398,0.7296644,0.02505942,0.0006460131,0.003185879,0.001069273,0.002655232,0.03818145,0.1860953,0.0005573827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.01118007,0.182302,0.05446953,0.03749631,0.01957346,0.6199222,0.03191455,0.002657544,0.0404843],"genre_scores_gemma":[0.05326048,0.0639975,0.07789772,0.02829264,0.001515138,0.7537276,0.008889067,0.001540642,0.01087921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6898701,"threshold_uncertainty_score":0.8507327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.22150498911535,"score_gpt":0.5193924413715285,"score_spread":0.2978874522561785,"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."}}