{"id":"W7137019030","doi":"10.6084/m9.figshare.4436570","title":"Additional file 5 of Microvascular reactivity and clinical outcomes in cardiac surgery","year":2021,"lang":"","type":"article","venue":"Figshare","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cardiac surgery; Occlusion; Vascular disease; Reactivity (psychology); Hemodynamics","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":[0.001538589,0.001281449,0.001744025,0.002101926,0.0009846931,0.001364801,0.001805361,0.001172572,0.8714335],"category_scores_gemma":[0.042854,0.000651437,0.00167287,0.002819364,0.000236777,0.00227813,0.00112136,0.00126376,0.1022616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008587173,"about_ca_system_score_gemma":0.001613665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158113,"about_ca_topic_score_gemma":0.01232474,"domain_scores_codex":[0.9991352,0.0001693974,0.0001776787,0.00017021,0.0001656284,0.0001818865],"domain_scores_gemma":[0.9708475,0.02246488,0.001758499,0.001167546,0.003073,0.0006885892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009730909,0.0002019966,0.0103499,0.005553891,0.0002030812,0.0001056303,0.00009814363,0.0005921428,0.000103004,0.0006499104,0.9687341,0.01243507],"study_design_scores_gemma":[0.02369674,0.001814562,0.350224,0.0283206,0.001825509,0.003080975,0.002578967,0.008726258,0.00168944,0.02219546,0.5550941,0.0007533733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006072933,0.0000357239,0.0002045187,0.0001530443,0.00003870702,0.0001088528,0.9974372,0.0001419886,0.001272683],"genre_scores_gemma":[0.04805474,0.0004401894,0.004972244,0.001728464,0.0005368835,0.004711637,0.9083157,0.00117137,0.03006881],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8714335,"threshold_uncertainty_score":0.1833844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847319222298783,"score_gpt":0.2944678317301663,"score_spread":0.2559946395071785,"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."}}