{"id":"W2321805468","doi":"10.1148/rg.231025113","title":"AFIP Archives","year":2003,"lang":"en","type":"article","venue":"Radiographics","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004877774,0.00007915592,0.0001246194,0.0001320073,0.00004242953,0.000005490391,0.00003809312,0.00004839336,0.000115078],"category_scores_gemma":[0.0000862562,0.00005850981,0.00015454,0.000417114,0.0001102376,0.00001591389,0.000005452515,0.0001668884,0.00001896307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001124288,"about_ca_system_score_gemma":0.00001756411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002446001,"about_ca_topic_score_gemma":5.716506e-7,"domain_scores_codex":[0.9994431,0.00003698546,0.00009562635,0.0001441418,0.0001090067,0.0001711467],"domain_scores_gemma":[0.9996263,0.0000852552,0.00001791807,0.0001404118,0.000007948042,0.0001221742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002508921,0.0007123735,0.8607662,0.0001525123,0.0001425722,0.0002960286,0.0002364696,0.00001038461,0.00174937,0.1096017,0.01259172,0.01348978],"study_design_scores_gemma":[0.002090064,0.001004682,0.3136628,0.00001271654,0.0001747401,0.0002962681,0.0000730661,0.00009433799,0.0003175154,0.03377053,0.6482005,0.0003028145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7631931,0.003573558,0.0005720087,0.001594623,0.0002407982,0.0002418411,0.000004228495,0.0001554542,0.2304244],"genre_scores_gemma":[0.9952325,0.001532915,0.00080706,0.001748818,0.0000552343,0.00000575696,0.000004533776,0.00000908019,0.0006041096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6356088,"threshold_uncertainty_score":0.2385961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334276796734778,"score_gpt":0.2316277174430582,"score_spread":0.2182849494757104,"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."}}