{"id":"W2587734625","doi":"10.1093/pch/17.suppl_a.20ab","title":"External Validation of Scoring Instruments to Evaluate Pediatric Resuscitations","year":2012,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Medical physics; Intensive care 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":[0.1242951,0.001126224,0.0008726153,0.004077342,0.001235657,0.001889833,0.002129111,0.001385841,0.002975556],"category_scores_gemma":[0.1931242,0.0006729541,0.002018104,0.00325435,0.002741744,0.001962804,0.003293177,0.002025225,0.002064118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905371,"about_ca_system_score_gemma":0.004022402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042565,"about_ca_topic_score_gemma":0.003044541,"domain_scores_codex":[0.9030204,0.05077679,0.01651052,0.005741383,0.02179937,0.002151523],"domain_scores_gemma":[0.7534791,0.1176968,0.01669918,0.03329472,0.07645988,0.002370343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226655,0.002004394,0.7793111,0.001023717,0.0005516238,0.0001877159,0.008226786,0.002883338,0.007391432,0.004082899,0.009032935,0.1840773],"study_design_scores_gemma":[0.0003984214,0.0035462,0.9277834,0.001228299,0.000325729,0.0007467368,0.004899018,0.008663859,0.00986229,0.002325658,0.04007759,0.000142831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7658431,0.00217363,0.1437324,0.001019819,0.001534085,0.0234093,0.004616026,0.0007069595,0.05696471],"genre_scores_gemma":[0.8635318,0.0009178848,0.09434738,0.0007336027,0.0002077656,0.02723355,0.007010982,0.0005392232,0.00547778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242951,"threshold_uncertainty_score":0.6573431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07171845533387952,"score_gpt":0.4194446492875359,"score_spread":0.3477261939536563,"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."}}