{"id":"W3023840576","doi":"10.1016/j.athoracsur.2004.11.045","title":"INVITED COMMENTARY","year":2005,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Myocyte; Medicine; Apoptosis; Downregulation and upregulation; Programmed cell death; Cardiomyopathy; Cell biology; Caspase; Heart failure; Gene; Internal medicine; Biology; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008340806,0.00125592,0.001971644,0.00138048,0.005707549,0.006586349,0.003914285,0.07818288,0.03081653],"category_scores_gemma":[0.06307846,0.0009683864,0.002645645,0.0009021934,0.002889687,0.003626027,0.003757118,0.04692836,0.01629723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006721038,"about_ca_system_score_gemma":0.009228512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008497512,"about_ca_topic_score_gemma":0.01414972,"domain_scores_codex":[0.9917086,0.00189139,0.0006150447,0.001232984,0.002947281,0.00160466],"domain_scores_gemma":[0.9685749,0.01478945,0.001731079,0.001166919,0.007933493,0.005804306],"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":[0.00001788599,0.000003718935,0.00006523924,0.00003551864,0.000007483423,0.0001563314,0.00003563192,0.000007305136,0.00002697694,0.0004819864,0.9977671,0.001394847],"study_design_scores_gemma":[0.00007864221,0.00002429679,0.0006130043,0.0003767911,0.0000433813,0.0003414868,0.0002220721,0.00004660201,0.000101304,0.001554438,0.9965656,0.00003234881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001825033,0.001937641,0.00004479256,0.8252895,0.1675217,0.00002433523,0.00006732783,0.00002373481,0.00490852],"genre_scores_gemma":[0.00140707,0.0006605336,0.00005243563,0.9148349,0.06782792,0.00004290382,0.00002976958,0.000022517,0.01512198],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9691834,"threshold_uncertainty_score":0.1030915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2054464007427395,"score_gpt":0.4574772212077833,"score_spread":0.2520308204650438,"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."}}