{"id":"W4205366743","doi":"10.1542/pir.28.11.419","title":"Index of Suspicion","year":2007,"lang":"en","type":"article","venue":"Pediatrics in Review","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Respiratory distress; Anesthesia; Chest radiograph; Pediatrics; Internal medicine; Gastroenterology; Surgery","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":[0.0005084743,0.00006944466,0.0002826623,0.0001154532,0.000006285761,8.208863e-7,0.00004033411,0.00003852002,0.00006780789],"category_scores_gemma":[0.0002280232,0.00005285855,0.00006745705,0.0004272592,0.00001217327,0.00001928207,0.00001663898,0.0001015697,0.00003274812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004231793,"about_ca_system_score_gemma":0.00003502595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006662463,"about_ca_topic_score_gemma":0.000002339112,"domain_scores_codex":[0.9992141,0.00001267576,0.000331203,0.0001007025,0.000194711,0.0001465966],"domain_scores_gemma":[0.9995766,0.00005560143,0.00008818959,0.0001585843,0.00005376549,0.00006730265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008054208,0.0001345071,0.9608127,0.00275882,0.000004624861,0.0002130329,0.000007930693,1.101443e-7,0.000002690108,0.00009764043,0.0002307852,0.03572903],"study_design_scores_gemma":[0.0009133972,0.0001783881,0.9951809,0.0007447729,0.000180943,0.00002631556,0.000002814143,0.000001527569,0.0000748095,0.0001190896,0.002540081,0.00003697712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7159749,0.2687604,0.0003268717,0.0002045198,0.0001758117,0.0008567618,0.000003620101,0.00002427544,0.01367292],"genre_scores_gemma":[0.9222645,0.07672,0.0005061775,0.000269791,0.00007077168,0.000003915046,0.000008048168,0.000006574157,0.0001502458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2062896,"threshold_uncertainty_score":0.2155509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861995896001295,"score_gpt":0.3535780454906304,"score_spread":0.3349580865306174,"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."}}