{"id":"W4387358713","doi":"10.1093/ehjacc/zuad121","title":"None of us alone is as effective as all of us together","year":2023,"lang":"en","type":"article","venue":"European Heart Journal Acute Cardiovascular Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; History","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":[0.004440191,0.000819741,0.00175598,0.001185676,0.001599816,0.003534343,0.001085477,0.00277327,0.03963497],"category_scores_gemma":[0.01831879,0.0002401723,0.001722065,0.0007625689,0.001282716,0.004075778,0.002864438,0.002996853,0.01033374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009685783,"about_ca_system_score_gemma":0.002902868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143969,"about_ca_topic_score_gemma":0.00417152,"domain_scores_codex":[0.99494,0.002698757,0.0003685954,0.0005239246,0.001019389,0.0004492188],"domain_scores_gemma":[0.9942707,0.002318151,0.000629131,0.0004582625,0.0008379814,0.001485778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001236422,0.001393032,0.008522885,0.002648307,0.0009951631,0.0002562649,0.0006118978,0.0002517201,0.0006602414,0.006674272,0.1037016,0.8730482],"study_design_scores_gemma":[0.00164012,0.008074524,0.03256603,0.02025476,0.003698583,0.005069848,0.005120528,0.001409127,0.002980398,0.05523681,0.8636704,0.000278923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0932668,0.2514204,0.01838006,0.3224426,0.01876044,0.0007384659,0.001686383,0.002148562,0.2911562],"genre_scores_gemma":[0.6826975,0.09705999,0.02971266,0.1293267,0.01221314,0.0008983397,0.0009132021,0.0006823586,0.04649609],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03963497,"threshold_uncertainty_score":0.1325922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549871469923404,"score_gpt":0.2899001198157474,"score_spread":0.2744014051165133,"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."}}