{"id":"W4244308115","doi":"10.1016/j.ebcm.2004.06.009","title":"Commentary","year":2004,"lang":"en","type":"article","venue":"Evidence-based Cardiovascular Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","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":[0.01311222,0.001154584,0.002192609,0.002674913,0.004706661,0.007367091,0.005326268,0.06817251,0.05086009],"category_scores_gemma":[0.1326478,0.001015615,0.003141521,0.002430689,0.003744929,0.003941762,0.003868079,0.04100895,0.02518707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008235822,"about_ca_system_score_gemma":0.01641227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472084,"about_ca_topic_score_gemma":0.02190517,"domain_scores_codex":[0.9835809,0.004390516,0.001663939,0.002112311,0.006493711,0.001758517],"domain_scores_gemma":[0.9179903,0.04788497,0.003919388,0.002418468,0.02045421,0.007332668],"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":[0.00003219306,0.000006397768,0.00006735165,0.0001514993,0.00001682319,0.000119536,0.00003778157,0.00001282769,0.00002180753,0.002003292,0.994338,0.003192603],"study_design_scores_gemma":[0.0001078283,0.00001482642,0.0003529684,0.001072031,0.0000676091,0.0001968617,0.000158916,0.00004040162,0.00009270877,0.003598337,0.9942712,0.00002635546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001031988,0.002386109,0.00008116326,0.9009266,0.08729178,0.00003422242,0.0002054785,0.0000262446,0.008945243],"genre_scores_gemma":[0.0008845251,0.0009098334,0.0001211969,0.9568998,0.03047243,0.00006758548,0.00005817238,0.0000216058,0.01056497],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06817251,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124021676800944,"score_gpt":0.2813790111154194,"score_spread":0.23013879434741,"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."}}