{"id":"W2891582761","doi":"10.1161/circoutcomes.118.004702","title":"Helping Those Who Help","year":2018,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research; North York General Hospital; Regional Municipality of Ottawa","funders":"","keywords":"Psychology; Computer science","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":[0.005254966,0.0007810665,0.0007018018,0.001292294,0.009082891,0.008516471,0.001318195,0.009351472,0.07916631],"category_scores_gemma":[0.0445405,0.0005728121,0.0009588407,0.0006694946,0.003713237,0.006340507,0.009124274,0.01259005,0.03064246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100608,"about_ca_system_score_gemma":0.02051303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004945876,"about_ca_topic_score_gemma":0.01972667,"domain_scores_codex":[0.9930019,0.002546047,0.0002554218,0.0004968026,0.001304903,0.00239493],"domain_scores_gemma":[0.9550409,0.004837327,0.002197903,0.00179933,0.007831912,0.02829259],"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":[0.00003108512,0.0003619363,0.0084045,0.000134663,0.00002696545,0.0006014052,0.00496368,0.00004195857,0.0002166444,0.004715314,0.9162402,0.06426162],"study_design_scores_gemma":[0.00008511477,0.0001287157,0.006224066,0.001068996,0.00004965818,0.001310845,0.01835966,0.00009327636,0.0001830035,0.01168277,0.960768,0.00004584701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01174842,0.005130209,0.001766067,0.8285959,0.02117016,0.0001551938,0.0001687998,0.000430641,0.1308346],"genre_scores_gemma":[0.1024623,0.009715178,0.005686769,0.6788267,0.01378446,0.0007452612,0.0005157422,0.0002977529,0.1879659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07916631,"threshold_uncertainty_score":0.2648377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05661499634809442,"score_gpt":0.345025086269471,"score_spread":0.2884100899213766,"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."}}