{"id":"W2897868980","doi":"10.1097/rlu.0000000000002319","title":"Pediatric Esophageal Squamous Cell Carcinoma Staged With 18F-FDG PET/CT","year":2018,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Melena; Swallowing; Radiology; Esophageal squamous cell carcinoma; Abdominal pain; Dysphagia; Weight loss; Quality of life (healthcare); Carcinoma; Surgery; Internal medicine; Nursing","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009343409,0.0003685431,0.0009038709,0.0001982416,0.0002378951,0.00001932437,0.0002813485,0.00003893929,0.004984193],"category_scores_gemma":[0.0006958437,0.0002324012,0.0001886278,0.0005343108,0.001196823,0.00008620903,0.0001228301,0.0009155681,0.001567844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478453,"about_ca_system_score_gemma":0.0003409708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002217371,"about_ca_topic_score_gemma":0.00003033568,"domain_scores_codex":[0.9964006,0.0002158026,0.0008085276,0.0008008495,0.001004036,0.000770161],"domain_scores_gemma":[0.996694,0.0005817773,0.0002006958,0.0008884742,0.0003374301,0.001297621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005976003,0.002292275,0.8171227,0.0005371975,0.0001381883,0.05451524,0.0003307361,4.572634e-7,0.00005628342,0.0002394137,0.1144351,0.004356422],"study_design_scores_gemma":[0.03994799,0.07223688,0.861918,0.0001271162,0.001307017,0.002531892,0.0005507925,0.0001910496,0.0002825519,0.0001255515,0.02026511,0.0005160268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769422,0.002566777,0.000008543656,0.004437502,0.0004762123,0.0007962649,0.00001348084,0.0001878043,0.0145712],"genre_scores_gemma":[0.9874277,0.0002394733,0.0007646289,0.003608191,0.004874852,0.00001678456,0.00003675065,0.0001104941,0.002921188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09417,"threshold_uncertainty_score":0.9992095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049437688808592,"score_gpt":0.3603329326514224,"score_spread":0.3198385557633364,"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."}}