{"id":"W2791946290","doi":"10.1002/acm2.12272","title":"<scp>COMP</scp> report: <scp>CPQR</scp> technical quality control guidelines for brachytherapy remote afterloaders","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"","keywords":"Brachytherapy; General partnership; Guideline; Medical physics; Quality (philosophy); Quality assurance; Control (management); Medical physicist; Computer science; Engineering management; Operations management; Business; Medicine; Engineering; Radiation therapy; Physics; Surgery","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":[0.01608198,0.0008175635,0.0006151493,0.003159148,0.00277652,0.003046349,0.004845736,0.004482955,0.0528376],"category_scores_gemma":[0.05487549,0.0009206206,0.0009948162,0.002155258,0.001547525,0.00157019,0.001632766,0.002659202,0.03804496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007807366,"about_ca_system_score_gemma":0.04287191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3049831,"about_ca_topic_score_gemma":0.4001395,"domain_scores_codex":[0.9729365,0.002703301,0.001967539,0.0004997729,0.02078716,0.001105694],"domain_scores_gemma":[0.881448,0.008401315,0.00451659,0.004334084,0.09910317,0.002196792],"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":[0.00003387432,0.00009294934,0.000892629,0.0003604536,0.000006452695,0.00007908017,0.00016997,0.0005266752,0.002069642,0.001242357,0.9505165,0.04400943],"study_design_scores_gemma":[0.00002827082,0.00007112423,0.005967015,0.0005420616,0.00001752411,0.0001761099,0.0001801967,0.0003757932,0.004542248,0.0006816485,0.9873607,0.00005717119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01066636,0.01219757,0.0753181,0.1014283,0.01190491,0.01866525,0.0625785,0.01268133,0.6945596],"genre_scores_gemma":[0.04253333,0.01546832,0.1317783,0.04029408,0.002304836,0.009008761,0.06224586,0.006201962,0.6901645],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3049831,"threshold_uncertainty_score":0.6064159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06567536918486637,"score_gpt":0.4363409656548562,"score_spread":0.3706655964699898,"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."}}