{"id":"W3158902066","doi":"10.1002/mp.14877","title":"Performance of an enhanced afterloader with electromagnetic tracking capabilities for channel reconstruction and error detection","year":2021,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Tracking (education); Channel (broadcasting); Identification (biology); Tracking error; Measurement uncertainty; Error detection and correction; Catheter","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002039619,0.0005704448,0.0005752617,0.0004084259,0.0001117167,0.0007245916,0.000663389,0.0007632825,0.001799067],"category_scores_gemma":[0.005693431,0.0003009134,0.0002802559,0.0002302906,0.0003171258,0.0007929939,0.0005174707,0.0002730341,0.0003932292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590997,"about_ca_system_score_gemma":0.0003440367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003703541,"about_ca_topic_score_gemma":0.0004163834,"domain_scores_codex":[0.9989856,0.0002638653,0.00008008064,0.0002558649,0.0003563924,0.0000582598],"domain_scores_gemma":[0.9957552,0.002355889,0.0006790398,0.0005952191,0.000443549,0.0001711824],"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":[0.006213689,0.0003774303,0.01852133,0.0004183306,0.0001352501,0.0003691107,0.000240056,0.01174408,0.8537898,0.0002263553,0.000317952,0.1076467],"study_design_scores_gemma":[0.0001749174,0.006788802,0.06145074,0.00004109423,0.0003209869,0.002738092,0.00004954136,0.1128508,0.8129129,0.00008874433,0.00247578,0.0001076296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904864,0.0005760868,0.09298894,0.0000544886,0.00002575136,0.00005495588,0.0001002287,0.00089426,0.0004412045],"genre_scores_gemma":[0.9190106,0.0002233133,0.07912414,0.00007526871,0.00001902104,0.00003668619,0.0002303097,0.0001982155,0.001082324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002039619,"threshold_uncertainty_score":0.01078671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007118497865171623,"score_gpt":0.244625827141833,"score_spread":0.2375073292766613,"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."}}