{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c9e7a799cc64","filters":{"venue":"Bangladesh Journal of Medical Physics"}},"results":[{"id":"W2158227781","doi":"10.3329/bjmp.v5i1.14670","title":"Internal Radiation Monitoring of Occupational Staff in Nuclear Medicine Facility","year":2013,"lang":"en","type":"article","venue":"Bangladesh Journal of Medical Physics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Occupational exposure; Medicine; Nuclear medicine; Radionuclide; Medical physics; Emergency medicine; Physics; Nuclear physics","authors":[{"name":"MJ Ferdous","is_ca":true},{"name":"Zahidul Alam","is_ca":false},{"name":"RK Khan","is_ca":true},{"name":"SM Iqubal","is_ca":false},{"name":"Ashraful Islam","is_ca":true},{"name":"MA Rahman","is_ca":false},{"name":"A. Begum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03152489558600582,"gpt":0.3268843887924221,"spread":0.2953594932064163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000645101,0.0001015703,0.0003841754,0.0001554582,0.00001991147,0.00001055408,0.0001794664,0.00008554321,0.0009725355],"category_scores_gemma":[0.0007988763,0.00007818874,0.0000996841,0.0002314752,0.0001276712,0.0003640137,0.0000256942,0.0004960591,0.00002081784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145146,"about_ca_system_score_gemma":0.0002237807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006674,"about_ca_topic_score_gemma":4.004835e-7,"domain_scores_codex":[0.9975074,0.00006652459,0.0007771172,0.00009719846,0.001401567,0.0001501847],"domain_scores_gemma":[0.998838,0.0001410089,0.0004053952,0.0001119905,0.0002523646,0.0002512468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000367006,0.000761569,0.4091949,0.000178563,0.0001736098,0.00008671881,0.003180547,0.00009165605,0.005557138,0.0005006141,0.01190736,0.5680003],"study_design_scores_gemma":[0.007717534,0.0008544986,0.9711789,0.001836895,0.00009768391,0.0002083441,0.00192887,0.005366778,0.005386013,0.00127111,0.003973995,0.0001793293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926125,0.000352597,0.002072764,0.004054685,0.0003926387,0.0001126634,0.000002885637,0.000007432785,0.0003917691],"genre_scores_gemma":[0.998015,0.0002123466,0.0002977582,0.0001746198,0.001266993,0.000001377395,0.000006343395,0.00000878022,0.00001672999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.567821,"threshold_uncertainty_score":0.9999407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753920448","doi":"10.3329/bjmp.v8i1.33930","title":"Responses of LiF Thermoluminescence Dosimeters to Diagnostic 60Co Teletherapy Beams","year":2017,"lang":"en","type":"article","venue":"Bangladesh Journal of Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Thermoluminescent dosimeter; Dosimeter; Thermoluminescence; Imaging phantom; Nuclear medicine; Irradiation; Dosimetry; Ionizing radiation; Medical physics; Absorbed dose; Medicine; Physics; Materials science; Nuclear physics","authors":[{"name":"M Obaidur Rahman","is_ca":false},{"name":"Md. Ashraful Hoque","is_ca":true},{"name":"Md Shakilur Rahman","is_ca":false},{"name":"A. Nishara Begum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01776942422308735,"gpt":0.326373588735741,"spread":0.3086041645126536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006300646,0.0001910597,0.0004740774,0.00006301324,0.0001401508,0.00005298268,0.001234213,0.00007620262,0.0002352578],"category_scores_gemma":[0.000543531,0.0001506821,0.0002335977,0.00009895225,0.0003133416,0.0002757735,0.0000865642,0.0004127596,0.000002865769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003092554,"about_ca_system_score_gemma":0.0001870446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004817978,"about_ca_topic_score_gemma":3.839269e-7,"domain_scores_codex":[0.9980516,0.00009875643,0.0005150407,0.0001586828,0.0009186763,0.0002572465],"domain_scores_gemma":[0.9974638,0.0007387969,0.0007950317,0.0005006552,0.0001998808,0.0003018679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005271686,0.000929346,0.08109988,0.00004661144,0.0004695507,0.0001180388,0.00123661,0.00004895533,0.03758249,0.004926279,0.006488397,0.8665267],"study_design_scores_gemma":[0.008333973,0.004095959,0.0743167,0.004331561,0.0003037201,0.0001118081,0.0004125781,0.0003725666,0.8170254,0.04331804,0.04563885,0.001738901],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5947412,0.0003353683,0.4011095,0.002827492,0.0004063132,0.0002452348,0.00002537485,0.00002123685,0.0002882525],"genre_scores_gemma":[0.9878027,0.0001496567,0.01021273,0.0003020175,0.001429753,0.000008769178,0.00000130648,0.00003629116,0.00005677934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8647878,"threshold_uncertainty_score":0.6144637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991069229","doi":"10.3329/bjmp.v4i1.14704","title":"Effective Dose to Children during Cardiac Catheterization","year":2013,"lang":"en","type":"article","venue":"Bangladesh Journal of Medical Physics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Medicine; Cardiac catheterization; Thermoluminescent dosimeter; Fluoroscopy; Radiation exposure; Coronary angiography; Radiation protection; Nuclear medicine; Radiology; Cardiology; Dosimetry; Dosimeter","authors":[{"name":"A. Begum","is_ca":true},{"name":"RK Khan","is_ca":true},{"name":"K. M. Zobair Alam","is_ca":false},{"name":"Amanul Hoque","is_ca":true},{"name":"Amena Begum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005626413256075136,"gpt":0.2581811980911162,"spread":0.2525547848350411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002555452,0.0001063882,0.0003076071,0.0000875607,0.00004753058,0.00003496636,0.0001341386,0.00006840387,0.0001534105],"category_scores_gemma":[0.0003021324,0.00008200238,0.0001637538,0.0002235129,0.00003467167,0.0002624249,0.00003615081,0.0003304485,0.0001142896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000809698,"about_ca_system_score_gemma":0.0001089606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001895933,"about_ca_topic_score_gemma":3.830209e-8,"domain_scores_codex":[0.9984633,0.00005651509,0.0003127211,0.0001060505,0.0008828466,0.0001785073],"domain_scores_gemma":[0.9990393,0.00005554593,0.0001524898,0.0001257355,0.0001662513,0.0004606979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002213269,0.0007575027,0.1680473,0.0001462954,0.0009119685,0.00009557035,0.004418379,0.0001426822,0.06588589,0.0002073783,0.0214921,0.7376736],"study_design_scores_gemma":[0.002319111,0.0003448395,0.9619507,0.0004250617,0.0001372874,0.0001529719,0.00006344789,0.0002300459,0.03318613,0.0001756723,0.0008627725,0.0001520127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926025,0.0001284927,0.002375706,0.003904056,0.0002800893,0.0003666422,0.000001930169,0.00001627415,0.0003243536],"genre_scores_gemma":[0.9962485,0.00006144477,0.0002176322,0.001063208,0.002323844,0.00001029601,0.000006914736,0.00002025706,0.0000478541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7939034,"threshold_uncertainty_score":0.334396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131355915","doi":"10.3329/bjmp.v16i2.84809","title":"Evaluation of a Miniature Ge-Doped Silica Optical Fiber Radioluminescence Dosimeter for Absolute Dose Measurement in a 6 MeV Electron Radiotherapy Beam","year":2025,"lang":"","type":"article","venue":"Bangladesh Journal of Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Radioluminescence; Dosimeter; Dosimetry; Calibration; Optical fiber; Ionization chamber; Dose profile; Detector; Linear particle accelerator","authors":[{"name":"M Abul Hasnat","is_ca":false},{"name":"Md Masud Alam","is_ca":false},{"name":"Bonganur Khan","is_ca":false},{"name":"M Rafiqul Islam","is_ca":false},{"name":"Priyanka Poddar","is_ca":false},{"name":"Fatema Tuz Zohra","is_ca":false},{"name":"Rayhan Alam","is_ca":false},{"name":"Ashrafun Nahar Monika","is_ca":true},{"name":"Shirin Akter","is_ca":true},{"name":"M M Ahasan","is_ca":false},{"name":"Md Mahfuzur Rahman","is_ca":false},{"name":"Md. Kabir Uddin Sikder","is_ca":false},{"name":"Rajada Khatun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02644234459956615,"gpt":0.3368571738617216,"spread":0.3104148292621555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008110874,0.0005978558,0.001533842,0.000315704,0.0001006413,0.00006633446,0.001062958,0.0004910994,0.0002961104],"category_scores_gemma":[0.0005415474,0.0005330858,0.0008380945,0.0008398969,0.0003973023,0.0004134753,0.0000684982,0.0014515,8.754574e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048324,"about_ca_system_score_gemma":0.003587545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646619,"about_ca_topic_score_gemma":0.000003986915,"domain_scores_codex":[0.991286,0.0005924254,0.002101688,0.0005485368,0.004680469,0.0007908794],"domain_scores_gemma":[0.9950166,0.0005597494,0.001376666,0.0005425775,0.0021584,0.0003459561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003160171,0.005610734,0.0007926374,0.0005078957,0.004128742,0.00001726308,0.001219861,0.001180523,0.1162273,0.003214529,0.01144783,0.8524925],"study_design_scores_gemma":[0.06944107,0.007428846,0.004432194,0.01443212,0.007160749,0.0000735264,0.0002544372,0.07689039,0.7198765,0.04008415,0.05722392,0.0027021],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1332923,0.05268003,0.7989177,0.007802892,0.001457528,0.005229288,0.00008968009,0.00004308781,0.0004875613],"genre_scores_gemma":[0.9678181,0.00150554,0.02735412,0.0003999565,0.002521054,0.0001868253,0.00001700325,0.0001068914,0.00009051171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8497904,"threshold_uncertainty_score":0.999712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}