{"id":"W4387701560","doi":"10.1038/s41551-023-01100-7","title":"A swallowable X-ray dosimeter","year":2023,"lang":"en","type":"article","venue":"Nature Biomedical Engineering","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dosimeter; Nuclear medicine; Gastrointestinal tract; X-ray; Absorbed dose; Dosimetry; Radiation therapy; Radiation dose; Radiation; Radiochemistry; Medical physics; Medicine; Chemistry; Optics; Physics; Radiology; 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":[0.001125894,0.0007333694,0.001052928,0.0006681294,0.000515166,0.001370515,0.001865061,0.001556204,0.01418216],"category_scores_gemma":[0.003045939,0.0006399512,0.0006927018,0.0004354863,0.0005548891,0.00188027,0.002684616,0.001127889,0.005749767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003892638,"about_ca_system_score_gemma":0.0006928437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818837,"about_ca_topic_score_gemma":0.0001937077,"domain_scores_codex":[0.9991754,0.000111858,0.00005506488,0.0001601887,0.0004494092,0.00004816591],"domain_scores_gemma":[0.9986829,0.0003562506,0.0001546526,0.0003483661,0.0003109993,0.0001468981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002982372,0.0002773769,0.005926016,0.001183465,0.0001569559,0.002089405,0.0006206672,0.001587445,0.6259467,0.01909206,0.03846929,0.3016683],"study_design_scores_gemma":[0.0004044315,0.002568397,0.00773351,0.0002817283,0.0005005597,0.00783549,0.0002646765,0.01241679,0.4333422,0.004870242,0.529542,0.0002400088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1070419,0.008698703,0.7979396,0.00404714,0.00462811,0.001100102,0.003042454,0.02843679,0.04506523],"genre_scores_gemma":[0.428407,0.003327114,0.4138083,0.004753189,0.0006757264,0.0006760081,0.002616368,0.005100913,0.1406353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01418216,"threshold_uncertainty_score":0.04744405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003253568744191577,"score_gpt":0.2462646892689961,"score_spread":0.2430111205248045,"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."}}