{"id":"W3204421308","doi":"10.21203/rs.3.rs-904741/v1","title":"Initial Experience in Staging Primary Oesophageal/Gastroesophageal Cancer with 18F-FDG PET/MRI","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Radiology; Cancer; Cancer staging; Nuclear medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003381303,0.001038531,0.0004977849,0.0005821605,0.0008186158,0.0008289215,0.000724805,0.001097582,0.003438772],"category_scores_gemma":[0.004214387,0.0004356937,0.0006705754,0.0006166971,0.000844134,0.0007808205,0.0008944895,0.001000561,0.001936331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006543972,"about_ca_system_score_gemma":0.00054319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843377,"about_ca_topic_score_gemma":0.003922557,"domain_scores_codex":[0.9988459,0.0004961704,0.00006428156,0.0001881696,0.0001388078,0.0002665614],"domain_scores_gemma":[0.9988499,0.000371842,0.00005045551,0.0001308086,0.0001897618,0.0004071338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01124805,0.009680896,0.3789829,0.00076725,0.0005723652,0.03921629,0.01557643,0.00603711,0.09487808,0.001231206,0.01001003,0.4317995],"study_design_scores_gemma":[0.001482246,0.0390072,0.6449122,0.0004863683,0.00126449,0.1176456,0.007013315,0.006699984,0.0782645,0.002485127,0.1003162,0.0004226197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729711,0.00765375,0.0060361,0.001155648,0.0001771845,0.0001849698,0.0002672201,0.0001208969,0.01143298],"genre_scores_gemma":[0.9789826,0.005511675,0.00631946,0.0009049497,0.0004716877,0.00007184924,0.0007278715,0.000167577,0.006842359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003438772,"threshold_uncertainty_score":0.01788223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08057201742980766,"score_gpt":0.4529082495258916,"score_spread":0.3723362320960839,"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."}}