{"id":"W2077547761","doi":"10.1136/ebn.8.1.7","title":"Contribution of the<i>Cochrane Library</i>to the evidence-based journals","year":2005,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cochrane Library; Library science; Information retrieval; Computer science; Psychology; World Wide Web; MEDLINE; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008087777,0.0001985006,0.000328265,0.0002921881,0.002295055,0.00009070994,0.001120144,0.0001685329,0.001428159],"category_scores_gemma":[0.01183785,0.0001149465,0.0001739889,0.002108689,0.0003487813,0.00160056,0.00006281959,0.0009969726,0.0004047505],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006773978,"about_ca_system_score_gemma":0.006233657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002094156,"about_ca_topic_score_gemma":0.00009005308,"domain_scores_codex":[0.9925151,0.003403707,0.001023837,0.0003937871,0.001512377,0.001151124],"domain_scores_gemma":[0.9903888,0.006868237,0.0005652225,0.0008583703,0.0007568028,0.0005625491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001624757,0.0005835285,0.2143307,0.001070631,0.00002296112,0.000003224317,0.01074222,0.01578099,0.0171777,0.001272837,0.5756433,0.1617471],"study_design_scores_gemma":[0.002042874,0.001019253,0.6246323,0.1854683,0.000109607,0.000005899037,0.00371616,0.02565476,0.04865685,0.001188557,0.1068194,0.0006859951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2799074,0.01328959,0.006270034,0.6951209,0.002570106,0.002342804,0.0000145014,0.00008088105,0.0004037546],"genre_scores_gemma":[0.9768564,0.0005387231,0.001159973,0.01872879,0.002019764,0.0001667138,0.000003969573,0.0000213381,0.0005043055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.696949,"threshold_uncertainty_score":0.9994847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1979780251176892,"score_gpt":0.5086933016197618,"score_spread":0.3107152765020726,"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."}}