{"id":"W4411658040","doi":"10.51847/q0wxst5","title":"10.51847/q0wXSt5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clamp; Aortic cross-clamp; Ventilation (architecture); Medicine; Anesthesia; Cardiology; Computer science; Engineering; Artery; Mechanical engineering; Computer graphics (images)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005540454,0.0008720892,0.0004420952,0.001143947,0.000928813,0.001482532,0.0008424552,0.002218038,0.9395121],"category_scores_gemma":[0.0009661157,0.0002323239,0.0004443855,0.0009390823,0.0006972359,0.001031963,0.001413177,0.0009498187,0.9133365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006968065,"about_ca_system_score_gemma":0.0008288954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002424554,"about_ca_topic_score_gemma":0.002250837,"domain_scores_codex":[0.999594,0.00004050964,0.00003814281,0.00008935332,0.0001210251,0.0001169734],"domain_scores_gemma":[0.9989966,0.0001471933,0.00006584984,0.0000859746,0.0002642793,0.000440178],"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":[0.0005991348,0.0004225028,0.002785415,0.0003083552,0.00002379763,0.001045876,0.0001138506,0.0003062246,0.005971164,0.005482336,0.2464682,0.7364732],"study_design_scores_gemma":[0.0001442069,0.0002637643,0.003769466,0.000284962,0.0000155726,0.001062042,0.0001261895,0.0004670338,0.001655574,0.002127885,0.9900629,0.00002047692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005636559,0.0005879973,0.001531502,0.00229019,0.001016494,0.0001496387,0.001927379,0.0008019765,0.9860583],"genre_scores_gemma":[0.005892009,0.0001950084,0.0008001235,0.0004480468,0.0001648838,0.00005483737,0.001052027,0.0001383558,0.9912547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06048787,"threshold_uncertainty_score":0.0862785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006361637517275028,"score_gpt":0.2015826277269594,"score_spread":0.1952209902096844,"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."}}