{"id":"W2903766114","doi":"10.1161/circinterventions.118.007571","title":"Art and Science in Registry Studies of Anemia and Myocardial Infarction","year":2018,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Interventions","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Internal medicine; Percutaneous coronary intervention; Cardiology; Anemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11698,0.000811352,0.002657151,0.00599192,0.003188331,0.007871551,0.004290418,0.01224507,0.01122367],"category_scores_gemma":[0.3820601,0.001531295,0.00199411,0.007551306,0.01055692,0.008472231,0.005500589,0.02064879,0.003015878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003742783,"about_ca_system_score_gemma":0.01205361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321895,"about_ca_topic_score_gemma":0.0280153,"domain_scores_codex":[0.8619883,0.09635708,0.0132422,0.004709928,0.0221209,0.001581549],"domain_scores_gemma":[0.4877025,0.412389,0.02746721,0.01198585,0.05561181,0.004843725],"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":[0.0002148051,0.00001594084,0.0040774,0.001769578,0.000385748,0.0001851322,0.001137945,0.0001037841,0.00005779812,0.01448916,0.9279253,0.04963744],"study_design_scores_gemma":[0.0006277796,0.0001482078,0.01782077,0.03582909,0.0009815393,0.0007390634,0.003199712,0.0005519966,0.0003946439,0.05875603,0.8806214,0.0003296977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005424795,0.08139356,0.0007501135,0.8682616,0.04486192,0.00003504706,0.000472222,0.00003884668,0.003644266],"genre_scores_gemma":[0.0242164,0.1926366,0.002159933,0.4665086,0.307181,0.0003745851,0.0005827885,0.0001791365,0.006160862],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.11698,"threshold_uncertainty_score":0.6186569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143202518479018,"score_gpt":0.3186493586734189,"score_spread":0.2672173334886287,"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."}}