{"id":"W4239596614","doi":"10.1038/labinvest.2016.5","title":"Cytopathology","year":2016,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Medicine; Ventricular assist device; Cardiology; Heart failure; Cardiomyopathy; Internal medicine; Ischemic cardiomyopathy; Heart transplantation; Histology; Dilated cardiomyopathy; Myocarditis; CD31; Basic fibroblast growth factor; Transplantation; Pathology; Ejection fraction; Angiogenesis; Growth factor","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":[0.001353315,0.0008712942,0.0005122603,0.006145581,0.001497707,0.001563084,0.001297606,0.00150962,0.07815032],"category_scores_gemma":[0.004225843,0.0004559435,0.0008316538,0.001770001,0.0009728748,0.0008424802,0.001471508,0.001807062,0.02788503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511422,"about_ca_system_score_gemma":0.001599958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165456,"about_ca_topic_score_gemma":0.001615583,"domain_scores_codex":[0.9986626,0.0003002229,0.0001616444,0.0002739765,0.0004270831,0.0001744809],"domain_scores_gemma":[0.9976879,0.0003717601,0.0001474116,0.0005436207,0.001000908,0.0002484238],"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":[0.001058928,0.0007283873,0.1161436,0.002142095,0.0002026714,0.03489214,0.001740208,0.000318447,0.1507494,0.01528959,0.1712863,0.5054482],"study_design_scores_gemma":[0.0001190162,0.0003807912,0.05224477,0.001638533,0.0001593993,0.07795396,0.0009446121,0.0007838315,0.0554424,0.006710809,0.8035458,0.00007602741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.122836,0.04201735,0.04791044,0.01865929,0.006063302,0.004848608,0.0102659,0.005275386,0.7421237],"genre_scores_gemma":[0.4545102,0.02259144,0.0688467,0.02727634,0.004390134,0.002532344,0.01353234,0.001404703,0.4049157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07815032,"threshold_uncertainty_score":0.2614389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615154845563763,"score_gpt":0.3020533143433691,"score_spread":0.2759017658877315,"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."}}