{"id":"W2793687854","doi":"10.1002/acm2.12307","title":"<scp>COMP</scp> report: <scp>CPQR</scp> technical quality control guidelines for low‐dose‐rate permanent seed brachytherapy","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université Laval","funders":"","keywords":"Brachytherapy; General partnership; Medical physics; Medical physicist; Quality (philosophy); Quality assurance; Control (management); Process (computing); Computer science; Operations management; Engineering management; Business; Medicine; Radiation therapy; Engineering; Physics; Radiology","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":[0.0131343,0.0007171838,0.0004935598,0.002973939,0.002464675,0.002612548,0.003733059,0.003536165,0.02235026],"category_scores_gemma":[0.03134998,0.0006103148,0.0007421474,0.001853774,0.001527333,0.0009492293,0.001190711,0.002234315,0.01706957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007233595,"about_ca_system_score_gemma":0.04593568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2373241,"about_ca_topic_score_gemma":0.3254278,"domain_scores_codex":[0.9799223,0.001976091,0.001311324,0.0002848723,0.01575524,0.000750156],"domain_scores_gemma":[0.9236506,0.005524834,0.003907476,0.003062274,0.06207915,0.00177569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000745076,0.0001956823,0.001514745,0.0005020323,0.00001323968,0.0001369536,0.000248806,0.001932238,0.008021004,0.003378817,0.9149547,0.0690273],"study_design_scores_gemma":[0.00003551847,0.0001300484,0.008680174,0.0003647992,0.00002143447,0.0002211399,0.0001387424,0.001021714,0.01046943,0.001111088,0.977725,0.00008101473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01868846,0.01020957,0.1119701,0.09401298,0.01179333,0.01615166,0.04387614,0.01126237,0.6820354],"genre_scores_gemma":[0.07039066,0.01191305,0.1732875,0.02463403,0.00322309,0.007247838,0.05081674,0.006679989,0.6518071],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2373241,"threshold_uncertainty_score":0.4718854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516911242640793,"score_gpt":0.4245658358881693,"score_spread":0.3693967234617614,"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."}}