{"id":"W4205642026","doi":"10.1542/pir.30.3.107","title":"Index of Suspicion","year":2009,"lang":"en","type":"article","venue":"Pediatrics in Review","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"","keywords":"Medicine; Chest radiograph; Lethargy; Complete blood count; Respiratory rate; Crackles; Mean corpuscular volume; Blood pressure; Physical examination; Mean corpuscular hemoglobin; Gastroenterology; Heart rate; Internal medicine; Surgery; Hematocrit","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001696006,0.00004892585,0.0001880003,0.0001084948,0.000006411965,0.000001154998,0.00003300876,0.00002605881,0.0001776042],"category_scores_gemma":[0.0005879845,0.00004227854,0.00005034945,0.0004899773,0.00001043701,0.00002274439,0.000003900309,0.0001009093,0.0000200066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806059,"about_ca_system_score_gemma":0.00003712556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004614182,"about_ca_topic_score_gemma":0.000001133424,"domain_scores_codex":[0.9994215,0.00001694643,0.00027996,0.00007508948,0.0001363487,0.00007014651],"domain_scores_gemma":[0.9996566,0.00002792893,0.0000861861,0.00009799359,0.00009997383,0.00003135091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006455008,0.0003522845,0.538333,0.00958862,0.000004436748,0.00002642449,0.00008489214,0.00001695413,0.00005024959,0.009258362,0.008567894,0.4336523],"study_design_scores_gemma":[0.001375683,0.0004415266,0.9562002,0.002788145,0.0001501247,0.0000720343,0.00005610826,0.0001126493,0.00005370795,0.002995121,0.03556818,0.0001864795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3380533,0.5497442,0.00124413,0.02043573,0.0005617873,0.002388026,0.000003867231,0.0001291731,0.08743984],"genre_scores_gemma":[0.8673601,0.1279427,0.0009013056,0.003522895,0.00007258942,0.000005625668,0.000005956018,0.00000468087,0.0001841583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5293068,"threshold_uncertainty_score":0.1944642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856434517459267,"score_gpt":0.3259980065258505,"score_spread":0.3074336613512578,"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."}}