{"id":"W2040761265","doi":"10.1378/chest.130.2.419","title":"Understanding Cardiopulmonary Resuscitation Decision Making","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Queen Elizabeth II Health Sciences Centre; St. Paul's Hospital; Kingston General Hospital","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Intensive care medicine; Resuscitation; Medical emergency; Emergency medicine","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":[0.007631755,0.0004281588,0.0003732729,0.001565138,0.001954697,0.008460362,0.001267224,0.002924071,0.006583925],"category_scores_gemma":[0.03745508,0.0005535405,0.0004833682,0.0006167928,0.004657581,0.01280019,0.002460657,0.004472771,0.0006053535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002944011,"about_ca_system_score_gemma":0.005458584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006934618,"about_ca_topic_score_gemma":0.006198066,"domain_scores_codex":[0.9959803,0.002584396,0.0002023179,0.0003100837,0.0005156281,0.0004072586],"domain_scores_gemma":[0.9831381,0.01352369,0.0009917724,0.0004823918,0.001128012,0.00073602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003361057,0.0005228732,0.06715774,0.0006995563,0.000258629,0.003105411,0.09118336,0.00816205,0.001563942,0.4455207,0.04482691,0.3366628],"study_design_scores_gemma":[0.00004708508,0.00009074363,0.01378095,0.001325781,0.0001137932,0.001485302,0.04954223,0.01359118,0.001125464,0.8516752,0.06714298,0.00007926758],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2995212,0.01632511,0.08977517,0.3802329,0.001482461,0.0002046242,0.0005111285,0.0001600438,0.2117874],"genre_scores_gemma":[0.9759262,0.003287551,0.01284003,0.00501669,0.0002997098,0.000054071,0.0001563464,0.00002057691,0.002398785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008460362,"threshold_uncertainty_score":0.04036105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2432282688070214,"score_gpt":0.4167805302473852,"score_spread":0.1735522614403638,"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."}}