{"id":"W2130705682","doi":"10.1109/hicss.2005.121","title":"BiRD: A Strategy to Autonomously Supplement Clinical Practice Guidelines with Related Clinical Studies","year":2005,"lang":"en","type":"article","venue":"","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Information retrieval; XML; Query language; Query expansion; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.01832389,0.0009551916,0.001298367,0.009522981,0.0008193565,0.004028793,0.00201655,0.0017296,0.005672887],"category_scores_gemma":[0.05004718,0.0008292801,0.001128567,0.004739139,0.00112548,0.006419739,0.004931728,0.001265705,0.003472555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188212,"about_ca_system_score_gemma":0.003558305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003834084,"about_ca_topic_score_gemma":0.005929076,"domain_scores_codex":[0.9919509,0.004298978,0.001034638,0.000898761,0.001615525,0.0002011395],"domain_scores_gemma":[0.9646615,0.02295978,0.002370551,0.005494481,0.003652649,0.0008610787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001076801,0.0002768536,0.004248977,0.001863568,0.0003669733,0.000907788,0.003394179,0.006054523,0.01691754,0.04855338,0.04699161,0.8693478],"study_design_scores_gemma":[0.000661239,0.0009498392,0.004274537,0.00121803,0.0006796224,0.002265331,0.002048267,0.1617872,0.05062529,0.1131517,0.6618773,0.0004617548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007073532,0.0005635735,0.9681966,0.002014034,0.0001377221,0.0007887804,0.001243236,0.01648226,0.00350018],"genre_scores_gemma":[0.02552262,0.0001892326,0.9700702,0.0005336028,0.00005319663,0.0001828914,0.001420749,0.0005694582,0.00145798],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01832389,"threshold_uncertainty_score":0.09690714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595095606483618,"score_gpt":0.5120770212633639,"score_spread":0.3525674606150021,"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."}}