{"id":"W7116748690","doi":"10.1016/j.resplu.2025.101204","title":"Wolf Creek XVIII Part 6: transforming clinical trial design in cardiac arrest research","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":"Transport Canada; Sunnybrook Health Science Centre","funders":"","keywords":"Clinical trial; Presentation (obstetrics); Research design; Alternative medicine; Patient care; Clinical research; Clinical study design","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2614253,0.001936425,0.00175719,0.002043898,0.004192341,0.02104183,0.004928079,0.02147475,0.02619244],"category_scores_gemma":[0.2216612,0.002321202,0.003244577,0.002109486,0.006120124,0.007676408,0.01093123,0.02331356,0.01430763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006627534,"about_ca_system_score_gemma":0.02158369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878434,"about_ca_topic_score_gemma":0.004373638,"domain_scores_codex":[0.861666,0.1018144,0.007524957,0.004289276,0.01997678,0.004728497],"domain_scores_gemma":[0.778502,0.1290702,0.01586323,0.01208722,0.03806947,0.02640781],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003481999,0.000140732,0.0006254563,0.001389564,0.0001089622,0.0002690855,0.001310097,0.0008409214,0.001161125,0.016468,0.8957101,0.08162773],"study_design_scores_gemma":[0.0001194423,0.0002338309,0.001107616,0.003223655,0.00004403497,0.000108162,0.0003513536,0.0004818196,0.0006218961,0.01504367,0.9785943,0.00007019248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002216765,0.04371049,0.05156214,0.6320815,0.2084644,0.006407602,0.0009746294,0.0007659028,0.0538166],"genre_scores_gemma":[0.03744902,0.0636808,0.1166417,0.4513788,0.167298,0.01500007,0.001975596,0.00247569,0.1441004],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7385747,"threshold_uncertainty_score":0.9107941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349676530007008,"score_gpt":0.4412716830889486,"score_spread":0.3063040300882477,"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."}}