{"meta":{"query_hash":"32bc919924e1","filters":{"venue":"International Journal of Medical Physics Clinical Engineering and Radiation Oncology"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/32bc919924e1","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Medical+Physics+Clinical+Engineering+and+Radiation+Oncology"},"results":[{"id":"W2122293703","doi":"10.4236/ijmpcero.2015.44039","title":"Gamma-Index Passing Rates in Baseline Plans Measured with a Detector Array","year":2015,"lang":"en","type":"article","venue":"International Journal of Medical Physics Clinical Engineering and Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Detector; Protocol (science); Sensitivity (control systems); Statistics; Baseline (sea); Computer science; Mathematics; Optics; Physics; Medicine; Electronic engineering; Engineering","score_opus":0.025635611334186292,"score_gpt":0.3729146133546624,"score_spread":0.3472790020204761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122293703","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06872973,0.00017482977,0.92783034,0.002295364,0.0007936217,0.000059304675,0.0000058449514,0.000018655739,0.000092315146],"genre_scores_gemma":[0.988365,0.00011951718,0.008762178,0.00018276229,0.0025386664,0.0000048273805,0.00000631804,0.000015356145,0.000005392576],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984855,0.00010447621,0.00060238165,0.00012014272,0.0005629596,0.00012452435],"domain_scores_gemma":[0.9984919,0.0006736328,0.00030866847,0.000057475656,0.00022477403,0.00024357076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013395773,0.00010815268,0.0003178052,0.000097432974,0.000011597035,0.000020292446,0.00020586545,0.00010515808,0.000025013878],"category_scores_gemma":[0.0003872183,0.0000831463,0.00006267772,0.00008912008,0.00007025799,0.00014879371,0.000015956794,0.0005658095,5.09831e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071798323,0.0008095618,0.21100418,0.000010318438,0.0005820111,0.00014654628,0.00049297925,0.03555064,0.00069739815,0.0024401094,0.00060003885,0.74694824],"study_design_scores_gemma":[0.04245067,0.0043604565,0.056032788,0.0013825485,0.00016170675,0.0003874873,0.00050555315,0.6781278,0.006791591,0.011380481,0.19707076,0.0013481606],"about_ca_topic_score_codex":0.000020241203,"about_ca_topic_score_gemma":0.00000370924,"teacher_disagreement_score":0.91963524,"about_ca_system_score_codex":0.00010774393,"about_ca_system_score_gemma":0.00036650113,"threshold_uncertainty_score":0.33906075},"labels":[],"label_agreement":null},{"id":"W2614529575","doi":"10.4236/ijmpcero.2017.62012","title":"Evaluation of New Commercially Available Metal Artifact Reduction (MAR) Algorithm on Both Image Quality and Relative Dosimetry for Patients with Hip Prosthesis or Dental Fillings","year":2017,"lang":"en","type":"article","venue":"International Journal of Medical Physics Clinical Engineering and Radiation Oncology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Image quality; Artifact (error); Reduction (mathematics); Prosthesis; Dosimetry; Computer science; Computer vision; Nuclear medicine; Artificial intelligence; Medicine; Mathematics; Image (mathematics)","score_opus":0.06084160179270813,"score_gpt":0.4116637477052845,"score_spread":0.3508221459125764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614529575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76177424,0.00019939996,0.23482826,0.0008714971,0.0018959426,0.00029393943,0.000030724557,0.000023305689,0.000082691455],"genre_scores_gemma":[0.9846715,0.0004295151,0.013868932,0.000052422212,0.0009241983,0.0000065905447,0.000015070918,0.000019032823,0.00001278783],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982816,0.00007007987,0.00061341986,0.0001234699,0.0008085982,0.00010283939],"domain_scores_gemma":[0.9982199,0.0007000674,0.0004934067,0.00008134581,0.0003593839,0.00014588112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019188717,0.00011244259,0.00032325648,0.00006762535,0.00005830581,0.00003134417,0.00016084396,0.00012496946,0.000024242583],"category_scores_gemma":[0.0023007153,0.00008728226,0.000074240714,0.000032651853,0.00010660052,0.00043411215,0.000023914388,0.00033779265,8.8503845e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004367037,0.00026405902,0.002830535,0.000025574633,0.00050335086,0.0000032873493,0.00014666404,0.0063706767,0.00011608677,0.00021872768,0.00021044671,0.9888739],"study_design_scores_gemma":[0.024232564,0.0036229389,0.18172164,0.0007614566,0.00084889936,0.0000641233,0.00014390823,0.7762785,0.0043956484,0.0036971194,0.003651757,0.00058141834],"about_ca_topic_score_codex":0.00000892735,"about_ca_topic_score_gemma":0.0000011299527,"teacher_disagreement_score":0.98829246,"about_ca_system_score_codex":0.00012844328,"about_ca_system_score_gemma":0.00018437467,"threshold_uncertainty_score":0.3559267},"labels":[],"label_agreement":null},{"id":"W4391660209","doi":"10.4236/ijmpcero.2024.131001","title":"Dual-Fields Rotational Total Skin Electron Therapy: Investigation and Implementation","year":2024,"lang":"en","type":"article","venue":"International Journal of Medical Physics Clinical Engineering and Radiation Oncology","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dual (grammatical number); Physics; Materials science; Art","score_opus":0.011483455991123647,"score_gpt":0.3982290742908984,"score_spread":0.3867456182997747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391660209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8537033,0.002175926,0.13856651,0.004283721,0.001151893,0.00008210731,0.00000681943,0.000017070228,0.000012666348],"genre_scores_gemma":[0.9856528,0.007621154,0.0039035815,0.00043931426,0.0023012592,0.0000061090077,0.00005368736,0.000012100711,0.000010009443],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990391,0.000049371458,0.0004027634,0.00013569024,0.000291004,0.000082064355],"domain_scores_gemma":[0.99948,0.00015363628,0.00011547218,0.000035954556,0.00011229945,0.00010261961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061988673,0.00007719035,0.000119508055,0.000057999252,0.000016948681,0.00003141482,0.000081137216,0.00017469157,0.0000111315285],"category_scores_gemma":[0.00023808496,0.00006837974,0.000056250574,0.000043699227,0.00007180611,0.000024998819,0.00003651049,0.00027789504,5.9263976e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013069056,0.00009243085,0.0023240042,0.000019604491,0.0003302174,0.00003468852,0.00022938484,0.00081004755,0.064317785,0.0051988047,0.0026919667,0.9238204],"study_design_scores_gemma":[0.013589823,0.012241842,0.10750082,0.00078539085,0.00019644319,0.0028733565,0.00033128256,0.111847974,0.42793205,0.022349095,0.29891306,0.0014388538],"about_ca_topic_score_codex":0.0000042715046,"about_ca_topic_score_gemma":0.0000015401001,"teacher_disagreement_score":0.9223815,"about_ca_system_score_codex":0.000034495282,"about_ca_system_score_gemma":0.00022842064,"threshold_uncertainty_score":0.27884448},"labels":[],"label_agreement":null}]}