{"id":"W4252606193","doi":"10.1016/j.ebcm.2005.03.030","title":"Commentary","year":2005,"lang":"en","type":"article","venue":"Evidence-based Cardiovascular Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine","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":[0.01357122,0.001151796,0.002233107,0.002732536,0.004455022,0.007126522,0.00531402,0.06331731,0.05060584],"category_scores_gemma":[0.1360505,0.0009765993,0.003064455,0.00240052,0.003611692,0.003930526,0.003708257,0.03980545,0.02475383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008001302,"about_ca_system_score_gemma":0.01636742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01434875,"about_ca_topic_score_gemma":0.02223569,"domain_scores_codex":[0.9831548,0.004565567,0.001724839,0.002165313,0.006749462,0.001640017],"domain_scores_gemma":[0.916707,0.0477154,0.003885922,0.002419907,0.02182041,0.007451431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002991992,0.000006278288,0.00006292666,0.0001491989,0.00001610875,0.0001073391,0.00003392405,0.00001233181,0.00001911251,0.00193617,0.9943639,0.003262684],"study_design_scores_gemma":[0.0001047035,0.00001533752,0.0003434047,0.001114622,0.00006247796,0.0001876035,0.0001426295,0.00004327308,0.00008332543,0.003469412,0.9944069,0.00002634127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000993713,0.002410164,0.00009182136,0.8939638,0.09375668,0.00003870067,0.0002205639,0.00002877455,0.009390042],"genre_scores_gemma":[0.0008676391,0.0009196525,0.0001381946,0.9553663,0.03206412,0.0000695671,0.00006146733,0.00002145043,0.01049166],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06331731,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05147123853877736,"score_gpt":0.2866022669987797,"score_spread":0.2351310284600023,"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."}}