{"id":"W4386620613","doi":"10.1016/j.rx.2023.06.009","title":"Radiología intervencionista en pediatría: no es un juego de niños","year":2023,"lang":"es","type":"article","venue":"Radiología","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001597176,0.0005168801,0.0009058181,0.0005079978,0.0003242526,0.0001366284,0.0005821735,0.000496335,0.001615377],"category_scores_gemma":[0.00205658,0.000476949,0.0004364716,0.000772312,0.0003009672,0.0002505579,0.0001940388,0.0008590512,0.007681702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440591,"about_ca_system_score_gemma":0.0004325204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011703,"about_ca_topic_score_gemma":0.000002088627,"domain_scores_codex":[0.9961541,0.0006716978,0.0008272599,0.0007864295,0.0003322564,0.001228222],"domain_scores_gemma":[0.9974818,0.0008855333,0.0002896407,0.0007898457,0.000109887,0.000443289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003488915,0.0002793871,0.4776539,0.0008455427,0.001135103,0.001409828,0.004014818,0.0002670257,0.01672611,0.003611444,0.4209445,0.07276347],"study_design_scores_gemma":[0.003985189,0.00116184,0.4879062,0.0004998298,0.0007114085,0.0006654273,0.001057068,0.01436453,0.003202566,0.0006710811,0.4847327,0.001042147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680097,0.006379005,0.0004357829,0.0116645,0.002917784,0.0007016273,0.0001212862,0.0008056636,0.008964662],"genre_scores_gemma":[0.9731817,0.01051579,0.0004521006,0.00221586,0.006112023,0.00007328417,0.000331674,0.0001108036,0.007006768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07172132,"threshold_uncertainty_score":0.9997682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117859109333409,"score_gpt":0.2876294435007533,"score_spread":0.2764508524074192,"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."}}