{"id":"W2409034964","doi":"10.1177/000313481207800351","title":"Appendicitis, is it an Emergency?","year":2012,"lang":"en","type":"letter","venue":"The American Surgeon","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Appendicitis; General surgery; Medicine; Medical emergency","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004721959,0.0005243395,0.001049401,0.0002202865,0.0001747007,0.00003001653,0.0004840983,0.0001898286,0.01403919],"category_scores_gemma":[0.00002698164,0.0003644348,0.0003963483,0.0003956643,0.0003916621,0.00009556538,0.000185223,0.00132825,0.002213948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109662,"about_ca_system_score_gemma":0.0000588168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003823228,"about_ca_topic_score_gemma":0.00003871153,"domain_scores_codex":[0.9967924,0.0002252027,0.0005391329,0.000593249,0.0008615984,0.0009884101],"domain_scores_gemma":[0.9974462,0.0001081998,0.0006503598,0.001506504,0.00007275338,0.0002159827],"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":[0.00003111623,0.000102359,0.005348096,0.00008900722,0.0002780123,0.0003131588,0.0003044313,1.176161e-7,0.0000138765,0.00002816759,0.962768,0.03072364],"study_design_scores_gemma":[0.000196195,0.0003178753,0.01804616,0.0001064732,0.0006334253,0.00008300535,0.000417413,0.000006068544,0.00003357723,0.00004597214,0.9796897,0.0004241071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02119678,0.001102202,0.00008775664,0.9489677,0.001131321,0.0009458561,0.0001158011,0.0001551598,0.02629743],"genre_scores_gemma":[0.04965437,0.004506767,0.0000618166,0.9198348,0.00595539,0.0001493336,0.0008956796,0.0001626709,0.01877915],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03029954,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304057724902651,"score_gpt":0.3208879557077515,"score_spread":0.277847378458725,"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."}}