{"id":"W4378193816","doi":"10.1200/go.22.00384","title":"<i>QPOLE</i>: A Quick, Simple, and Cheap Alternative for <i>POLE</i> Sequencing in Endometrial Cancer by Multiplex Genotyping Quantitative Polymerase Chain Reaction","year":2023,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Surrey Memorial Hospital","funders":"Varian Medical Systems","keywords":"Genotyping; Multiplex; Multiplex polymerase chain reaction; Polymerase chain reaction; Endometrial cancer; Computational biology; Biology; Genetics; Cancer; Genotype; Gene","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":[0.0021559,0.0009218639,0.0008808732,0.001421996,0.0002243687,0.001229691,0.0008212423,0.0007631268,0.00155628],"category_scores_gemma":[0.00353062,0.0005736404,0.0006305859,0.0004876203,0.0005922221,0.000512484,0.0007770127,0.000822763,0.000843483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021504,"about_ca_system_score_gemma":0.0004351037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004077855,"about_ca_topic_score_gemma":0.0009331839,"domain_scores_codex":[0.9967332,0.000964822,0.0001713545,0.001059431,0.0008916139,0.0001796133],"domain_scores_gemma":[0.9981672,0.0006505009,0.0005946069,0.0001848459,0.0002798772,0.0001230383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00099125,0.0001440629,0.02615817,0.0005448409,0.0001129388,0.0002477383,0.00025665,0.002075593,0.8742595,0.0007056109,0.001398836,0.09310479],"study_design_scores_gemma":[0.0002344665,0.003250046,0.08074408,0.0003384073,0.0003613923,0.004282317,0.0002320693,0.07493073,0.810702,0.001465413,0.02314683,0.0003122211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5332208,0.007180712,0.445477,0.0006814116,0.0002078561,0.001062231,0.004468502,0.003026279,0.00467511],"genre_scores_gemma":[0.6343232,0.001793331,0.3541408,0.0008297639,0.0001641056,0.001135882,0.003375839,0.0003107253,0.003926249],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0021559,"threshold_uncertainty_score":0.01140165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06850152217454071,"score_gpt":0.4017772004977124,"score_spread":0.3332756783231717,"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."}}