{"id":"W2328968970","doi":"10.1097/01.eem.0000432272.72029.68","title":"Viewpoint","year":2013,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal pain; Culprit; Feeling; Pediatrics; Psychiatry; Psychology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002461924,0.0007324831,0.0005389207,0.0008023172,0.003800089,0.007190777,0.002125843,0.009684817,0.1561495],"category_scores_gemma":[0.01572579,0.0002859061,0.0007237176,0.0006113254,0.002915998,0.005678719,0.003970033,0.01141751,0.07164109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004170324,"about_ca_system_score_gemma":0.00814831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005152604,"about_ca_topic_score_gemma":0.008335916,"domain_scores_codex":[0.997131,0.0005085606,0.0001197591,0.0005525814,0.001153887,0.0005341837],"domain_scores_gemma":[0.9921833,0.001010092,0.0003257098,0.0005481381,0.003426595,0.002506188],"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":[0.00001366384,0.00001654058,0.0002472351,0.00007484673,0.000003364303,0.000232869,0.000192907,0.00001879035,0.00006183633,0.009554309,0.9677107,0.02187289],"study_design_scores_gemma":[0.000006708814,0.000007793969,0.0001914712,0.0002098425,0.000002631214,0.000456796,0.0003707614,0.000009934794,0.00003489549,0.00302119,0.9956826,0.000005308075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00103441,0.01166356,0.0009415302,0.6034049,0.08996208,0.00006354466,0.000459197,0.0001941942,0.2922764],"genre_scores_gemma":[0.02206419,0.01507007,0.00111864,0.6367806,0.04138349,0.0001061805,0.0006313638,0.0001985042,0.282647],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1561495,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575568629997101,"score_gpt":0.3192308094215178,"score_spread":0.2934751231215468,"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."}}