{"id":"W2131356967","doi":"10.1177/0192623307312707","title":"Cardiac Valvular Pathology: Comparative Pathology and Animal Models of Acquired Cardiac Valvular Diseases","year":2008,"lang":"en","type":"review","venue":"Toxicologic Pathology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Valeant Pharmaceuticals International; Purdue University","keywords":"valvular heart disease; Medicine; Cardiac valve; Cardiology; Clinical pathology; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003962152,0.001534599,0.01061647,0.0006221819,0.0002567627,0.00001961774,0.0003694009,0.001810627,0.00007134115],"category_scores_gemma":[0.0002585526,0.001228241,0.006439654,0.0005524542,0.001798113,0.0001397068,0.0006236575,0.0005313638,0.00008749315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122059,"about_ca_system_score_gemma":0.0007844534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000109423,"about_ca_topic_score_gemma":4.268633e-7,"domain_scores_codex":[0.9920778,0.002559902,0.001606136,0.002026169,0.0005041805,0.00122578],"domain_scores_gemma":[0.9956499,0.0007002141,0.00109539,0.001537973,0.0003277765,0.0006887949],"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":[0.004111054,0.01643155,0.05095845,0.04520313,0.05161808,0.1387851,0.004433519,0.00008787859,0.001890003,0.007613944,0.01520951,0.6636577],"study_design_scores_gemma":[0.01759893,0.03121055,0.1882591,0.01073778,0.1953622,0.03012984,0.001611989,0.000106684,0.0001618776,0.004832414,0.5103714,0.009617159],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0808549,0.9097096,0.00002141871,0.000032111,0.0008487685,0.003299162,0.003950896,0.0001979298,0.001085159],"genre_scores_gemma":[0.04451712,0.9511706,0.0004552228,0.0001601279,0.0003623952,0.001009106,0.002021158,0.0001395848,0.0001647402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6540406,"threshold_uncertainty_score":0.9997402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0823006256332997,"score_gpt":0.3920581396756504,"score_spread":0.3097575140423507,"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."}}