{"id":"W4416589112","doi":"10.1016/j.resplu.2025.101173","title":"Wolf Creek XVIII Part 1: advancing resuscitation science","year":2025,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan; American Red Cross; ZOLL Medical Corporation; Canadian Association of Research Libraries","keywords":"Cardiopulmonary resuscitation; Innovator; Resuscitation; Summit; Defibrillation; Best practice; Technoscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364663,0.0001994306,0.000335661,0.0007813277,0.0006578974,0.0001955746,0.000173973,0.0001184825,0.0000334867],"category_scores_gemma":[0.002208836,0.0002050327,0.0001601813,0.002544351,0.0004547349,0.0006208321,0.00007549125,0.0002565794,0.0001075715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006907801,"about_ca_system_score_gemma":0.001426736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055233,"about_ca_topic_score_gemma":0.0001300207,"domain_scores_codex":[0.997317,0.0000860426,0.0005539259,0.0006206701,0.0008854085,0.0005369494],"domain_scores_gemma":[0.9978886,0.0003332057,0.0001763624,0.0004961724,0.0008710437,0.0002345742],"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":[0.005431403,0.00083109,0.1368379,0.003748864,0.0007148997,0.0003095386,0.01214458,0.009524065,0.301554,0.1513751,0.206397,0.1711316],"study_design_scores_gemma":[0.009729533,0.0002333607,0.838428,0.002419668,0.000490338,0.00001510102,0.006476368,0.01002051,0.00773388,0.01123369,0.1123238,0.0008957473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8033518,0.000686926,0.01339174,0.007234756,0.0102612,0.001683214,0.00002287154,0.0005426934,0.1628248],"genre_scores_gemma":[0.9904848,0.0001040759,0.004706974,0.0009337945,0.0004106459,0.00007455313,0.0001044926,0.00002407526,0.003156539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7015901,"threshold_uncertainty_score":0.836099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237061629953284,"score_gpt":0.3069476478971174,"score_spread":0.2945770315975845,"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."}}