{"id":"W4377011900","doi":"10.1016/j.eclinm.2023.101988","title":"Intraarrest transport, extracorporeal cardiopulmonary resuscitation, and early invasive management in refractory out-of-hospital cardiac arrest: an individual patient data pooled analysis of two randomised trials","year":2023,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Všeobecná Fakultní Nemocnice v Praze; Univerzita Karlova v Praze; Clarence E. Heller Charitable Foundation","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Cardiopulmonary resuscitation; Targeted temperature management; Randomized controlled trial; Refractory (planetary science); Clinical trial; Extracorporeal; Internal medicine; Resuscitation; Emergency medicine; Return of spontaneous circulation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006334368,0.0002773237,0.002048579,0.0007323085,0.00002622458,0.00001004695,0.000493587,0.0001618147,0.00003952131],"category_scores_gemma":[0.001020367,0.0002485768,0.0002802776,0.001259654,0.0002089081,0.0002764571,0.0001103084,0.0003152775,0.000003337014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002648741,"about_ca_system_score_gemma":0.00005044426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001437932,"about_ca_topic_score_gemma":0.0002214896,"domain_scores_codex":[0.9949336,0.0005225929,0.002854378,0.0006261684,0.0007503327,0.0003129503],"domain_scores_gemma":[0.9958446,0.002176214,0.0005254121,0.001102877,0.0000805514,0.0002703668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00293221,0.0009162509,0.8763402,0.001289621,0.03129271,0.001449485,0.01012333,0.01574369,0.001335376,0.0004748404,0.001473746,0.05662851],"study_design_scores_gemma":[0.01055448,0.0005192224,0.9732707,0.0002439445,0.008122085,1.514551e-7,0.001392653,0.00475238,0.00008870337,0.0004504575,0.0002320666,0.0003731979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950757,0.0006567292,0.0001757925,0.00008019347,0.002008356,0.001105482,0.0006035425,0.0001109369,0.0001832519],"genre_scores_gemma":[0.9968126,0.0004636017,0.0004068087,0.0000246797,0.0002203117,0.0000657646,0.001964241,0.00003869594,0.000003341497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09693042,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06652248296109946,"score_gpt":0.3279679205274638,"score_spread":0.2614454375663643,"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."}}