{"id":"W4416862881","doi":"10.1186/s13049-025-01518-9","title":"Meeting abstracts of the Toronto Resuscitation Conference","year":2025,"lang":"en","type":"article","venue":"Scandinavian Journal of Trauma Resuscitation and Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resuscitation; Cardiopulmonary resuscitation; MEDLINE; Emergency medical services; Resuscitation Orders","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001618678,0.001361236,0.0008538866,0.001730997,0.002095423,0.003782749,0.00117744,0.00182894,0.458485],"category_scores_gemma":[0.003767826,0.0003701146,0.0006246614,0.00110664,0.0004813693,0.0009847878,0.00251766,0.001872719,0.2121632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004404709,"about_ca_system_score_gemma":0.007984376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03906859,"about_ca_topic_score_gemma":0.09795701,"domain_scores_codex":[0.9986852,0.0002117422,0.0001320147,0.0001845618,0.0006042926,0.000182189],"domain_scores_gemma":[0.996385,0.0001724188,0.0001307093,0.0001402119,0.002084848,0.001086889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004671632,0.00001545516,0.0003024976,0.0001056176,0.000005383637,0.00005786326,0.00003713236,0.00003424148,0.0001243937,0.0002321634,0.976555,0.0224835],"study_design_scores_gemma":[0.00001159076,0.00001619811,0.001360032,0.0002362056,0.000004434856,0.00005330765,0.0001031186,0.00004241804,0.00005122383,0.0001319169,0.9979833,0.000006152593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003516211,0.03187279,0.001734192,0.05960254,0.1363837,0.0008684404,0.01925278,0.0009141645,0.7458552],"genre_scores_gemma":[0.01480137,0.02483382,0.001127863,0.005274412,0.02356625,0.0003281615,0.01395637,0.0004281379,0.9156836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.458485,"threshold_uncertainty_score":0.7724054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628700583081569,"score_gpt":0.3259527834244035,"score_spread":0.2996657775935878,"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."}}