{"id":"W7133092394","doi":"","title":"Gene expression in cardiac surgery: impact of ischemia and reperfusion","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Gene expression; Ischemia; Reperfusion injury; Gene; Myocardial ischemia; Microarray; Microarray analysis techniques; Cardiopulmonary bypass","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":[0.0002866591,0.000275697,0.0002548672,0.0003449864,0.0001406714,0.0004223321,0.0001463728,0.0003380216,0.001549782],"category_scores_gemma":[0.0001752551,0.00006981049,0.0001884299,0.0005239035,0.0003996266,0.0002361381,0.0001841171,0.0003612218,0.000340239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730471,"about_ca_system_score_gemma":0.0002932112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003581891,"about_ca_topic_score_gemma":0.0004845255,"domain_scores_codex":[0.9998111,0.00003829424,0.00001158925,0.00006143225,0.00005132626,0.00002622767],"domain_scores_gemma":[0.9999137,0.00002227392,0.00002026745,0.000006748209,0.0000128598,0.0000241164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006731595,0.00009080698,0.003870302,0.0005159433,0.00002796845,0.0001858741,0.00007911515,0.0003814583,0.9598075,0.0006977119,0.0004702607,0.03320002],"study_design_scores_gemma":[0.0000789659,0.005001037,0.3928342,0.0001756328,0.000271786,0.002852255,0.0005921235,0.002296859,0.5556264,0.00254449,0.037669,0.00005731577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720046,0.1021204,0.01070156,0.001406063,0.0004720206,0.000100097,0.002087134,0.0001614634,0.01094653],"genre_scores_gemma":[0.9481081,0.03646559,0.005266413,0.000464073,0.0002836197,0.0001298427,0.001463725,0.00002714603,0.007791563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001549782,"threshold_uncertainty_score":0.005184531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176800590429976,"score_gpt":0.322619965357365,"score_spread":0.3108519594530652,"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."}}