{"id":"W2033036001","doi":"10.1118/1.4734886","title":"SU‐E‐J‐51: Interfractional Trend Analysis of Dose Discrepancies Based on 2D Portal Dosimetry","year":2012,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dosimetry; Medicine; Radiation treatment planning; Nuclear medicine; Radiation therapy; Cumulative dose; Medical physics; Radiology","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":[0.00102584,0.0003750355,0.0003022325,0.001936544,0.000146062,0.000610879,0.0003315766,0.000379966,0.002210474],"category_scores_gemma":[0.002682725,0.0002870341,0.000490858,0.001375017,0.0001983646,0.0005325495,0.000478541,0.0002549811,0.0005210415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752106,"about_ca_system_score_gemma":0.0001954385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016893,"about_ca_topic_score_gemma":0.001136096,"domain_scores_codex":[0.9992828,0.0001391574,0.00006227937,0.0001145732,0.0003568944,0.00004434438],"domain_scores_gemma":[0.9987622,0.0004143482,0.0002748263,0.0002027531,0.0003057663,0.00004012393],"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":[0.002291055,0.0002425614,0.2273247,0.0007125415,0.0003756187,0.0003127139,0.0005841968,0.1148097,0.1794811,0.00153555,0.003031738,0.4692985],"study_design_scores_gemma":[0.0000580333,0.001131329,0.4089417,0.00003317706,0.0001601,0.001736871,0.0001662916,0.4664268,0.115637,0.0006568616,0.004912341,0.0001393059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7975349,0.0006791187,0.1935144,0.00006634774,0.00003293654,0.00007442779,0.001362383,0.003923745,0.002811898],"genre_scores_gemma":[0.9628989,0.00008659516,0.03453594,0.00001206582,0.000009167749,0.00003213486,0.001305984,0.0003852728,0.0007339623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002210474,"threshold_uncertainty_score":0.007394731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125891175603562,"score_gpt":0.3066213387489649,"score_spread":0.2953624269929293,"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."}}