{"id":"W4407794578","doi":"10.1053/j.semtcvs.2025.01.004","title":"ECLS-SHOCK Trial","year":2025,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Shock (circulatory); Expert opinion; Intensive care medicine; Internal medicine","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":[0.001858133,0.0005597584,0.001121351,0.0002564594,0.000206542,0.0007749242,0.0003611856,0.00122724,0.01224982],"category_scores_gemma":[0.003631693,0.0001442139,0.001255038,0.0002694046,0.000358857,0.000868758,0.0005791264,0.002504288,0.001396124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005142711,"about_ca_system_score_gemma":0.0006452291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003189371,"about_ca_topic_score_gemma":0.0005082798,"domain_scores_codex":[0.999072,0.0005527558,0.00008388465,0.0001182287,0.00009276067,0.00008046837],"domain_scores_gemma":[0.9991412,0.0002873957,0.0001770374,0.00008153141,0.00009617757,0.000216699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7501174,0.003079538,0.00406003,0.00811822,0.005515929,0.0003441887,0.00009756475,0.0008037038,0.003146189,0.006073021,0.06372897,0.1549153],"study_design_scores_gemma":[0.9256228,0.02086807,0.01146813,0.001337572,0.002006398,0.0002719625,0.00007003416,0.0006383556,0.0006439805,0.003403773,0.03362141,0.00004758512],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7277494,0.1109799,0.006412347,0.04773911,0.009662854,0.009799916,0.02300649,0.0008572079,0.06379263],"genre_scores_gemma":[0.8091246,0.0265146,0.00910045,0.0628841,0.005086903,0.0173925,0.02083735,0.0002080991,0.04885146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224982,"threshold_uncertainty_score":0.04097974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341915486651531,"score_gpt":0.2437575826504048,"score_spread":0.2303384277838895,"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."}}