{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227157,0.0002339429,0.0009306213,0.0002926681,0.0001007729,0.00002401621,0.0001285628,0.00008252854,0.00005769675],"category_scores_gemma":[0.0001870279,0.0001909339,0.002766598,0.0005183992,0.0001121433,0.00009573786,0.0001139173,0.0004417588,0.0005209886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008742762,"about_ca_system_score_gemma":0.0001020486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007294631,"about_ca_topic_score_gemma":8.673777e-7,"domain_scores_codex":[0.9971585,0.0006855644,0.0004661384,0.000304853,0.001057515,0.0003274053],"domain_scores_gemma":[0.9981488,0.00007549573,0.0001470803,0.0005797191,0.0007864254,0.0002624865],"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":[0.004520371,0.0005264989,0.2233718,0.003628148,0.130257,0.04451063,0.06921601,0.009309375,0.2668709,0.00004302785,0.1069386,0.1408076],"study_design_scores_gemma":[0.005179493,0.0009021963,0.6023384,0.0008293485,0.004814827,0.003133643,0.002080227,0.00001408331,0.03510809,0.00002334729,0.3451887,0.0003876382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771597,0.008704348,0.00007069502,0.000261263,0.001212114,0.0005356906,0.00004005106,0.00005639688,0.01195976],"genre_scores_gemma":[0.996103,0.001767561,0.0002088662,0.0004953293,0.0009874876,0.00000512293,0.00004969278,0.00009460989,0.000288275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3789666,"threshold_uncertainty_score":0.7786059,"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."}}