{"id":"W4299836960","doi":"10.1038/labinvest.2015.6","title":"Cardiovascular Pathology","year":2015,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pathology; 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":[0.0006790167,0.0006279811,0.0003447633,0.002519618,0.0009525493,0.001394094,0.0006715853,0.001144281,0.07394543],"category_scores_gemma":[0.002295908,0.0002640095,0.0004796766,0.0008540168,0.0006005224,0.0005846833,0.0008805728,0.001517553,0.03166567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004459626,"about_ca_system_score_gemma":0.0009479735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007594624,"about_ca_topic_score_gemma":0.00112661,"domain_scores_codex":[0.999557,0.00006846405,0.00003849697,0.0001089743,0.0001453942,0.00008178086],"domain_scores_gemma":[0.9989385,0.0001549951,0.0000718954,0.0002612641,0.0003618244,0.0002115293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005284825,0.000497486,0.04688122,0.0006452182,0.0001538219,0.07659499,0.0005748263,0.0002551292,0.04321389,0.0178571,0.2685561,0.5442418],"study_design_scores_gemma":[0.0001024498,0.0002419391,0.0548355,0.0008213861,0.0001171667,0.1671137,0.0003566093,0.0006741971,0.01171839,0.01019735,0.7537654,0.00005580419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06334651,0.01805047,0.02879436,0.01323655,0.005462142,0.000806272,0.002811304,0.00275136,0.864741],"genre_scores_gemma":[0.4343941,0.01616571,0.03209672,0.02111862,0.01302543,0.0004666648,0.006369291,0.0006331545,0.4757304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07394543,"threshold_uncertainty_score":0.2473721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710438674480487,"score_gpt":0.2562689442547005,"score_spread":0.2291645575098957,"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."}}