{"id":"W107720606","doi":"10.1007/978-1-4471-0735-4_22","title":"Towards Evidence-based Management","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Closeness; Clinical Practice; Evidence-based medicine; Key (lock); Psychology; Epistemology; Engineering ethics; Computer science; Medicine; Alternative medicine; Philosophy; Engineering; Nursing; Pathology; Mathematics; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01725291,0.0008363951,0.001026895,0.003153225,0.001004499,0.009717508,0.002616521,0.006087721,0.009119042],"category_scores_gemma":[0.02284983,0.0007268632,0.0005337623,0.002822856,0.009736601,0.009930909,0.004488178,0.01022807,0.003581073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004672166,"about_ca_system_score_gemma":0.01199972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257802,"about_ca_topic_score_gemma":0.003671499,"domain_scores_codex":[0.990862,0.004326281,0.0005162511,0.0003622741,0.003714669,0.0002185176],"domain_scores_gemma":[0.9811153,0.01481878,0.0006034105,0.0009756266,0.001933423,0.0005534472],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009559643,0.00007576482,0.00009398102,0.0006679642,0.00002011712,0.0000508547,0.0007801004,0.0007083572,0.0001060641,0.7369492,0.0876011,0.172937],"study_design_scores_gemma":[0.00001290481,0.00001498824,0.000129573,0.001978803,0.00001026763,0.00007218283,0.0003092641,0.0004452265,0.0001108569,0.6691917,0.3277138,0.00001031256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00102962,0.1444837,0.1131709,0.202931,0.007279804,0.0002451526,0.000122935,0.0002188893,0.5305181],"genre_scores_gemma":[0.07581088,0.273876,0.258687,0.08564481,0.009696651,0.001327219,0.0006120976,0.0002997578,0.2940457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9827471,"threshold_uncertainty_score":0.09124321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3802231215489636,"score_gpt":0.5246715064790092,"score_spread":0.1444483849300455,"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."}}