{"id":"W4213232115","doi":"10.3390/curroncol29030113","title":"Point of Care Molecular Testing: Community-Based Rapid Next-Generation Sequencing to Support Cancer Care","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; William Osler Health System","funders":"","keywords":"Medicine; Turnaround time; Workflow; Lung cancer; Biomarker; Colorectal cancer; Oncology; ROS1; Internal medicine; Cancer; Database; Adenocarcinoma; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001806811,0.0001441429,0.0002109192,0.00007831505,0.0002354876,0.00001182162,0.000272901,0.0000702395,0.00006692823],"category_scores_gemma":[0.0001406755,0.0001717589,0.00008782482,0.0001565674,0.00004943848,0.000002062446,0.0003460417,0.0002513308,0.000001574358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000532349,"about_ca_system_score_gemma":0.001338661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002909597,"about_ca_topic_score_gemma":0.0005542958,"domain_scores_codex":[0.9988666,0.000251579,0.0002654495,0.0002561566,0.0001327598,0.000227485],"domain_scores_gemma":[0.9989896,0.00004503253,0.0001409494,0.0003890446,0.0003365169,0.00009885251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009015571,0.0001269042,0.002772719,0.0001616626,0.00002415818,0.000008290976,0.001810513,0.0317148,0.8870372,0.00005142242,0.003577338,0.07262489],"study_design_scores_gemma":[0.001327386,0.00643767,0.0002050775,0.00002576403,0.00008962151,0.00001226695,0.005875012,0.0005279995,0.4866112,0.00001587066,0.4984882,0.0003839506],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905132,0.005835051,0.000848548,0.0001753633,0.001124947,0.0003898352,0.0004284703,0.00001116298,0.0006734171],"genre_scores_gemma":[0.9957099,0.00008724938,0.0009503741,0.001033745,0.0002157885,0.0002798699,0.001691263,0.00002586542,0.000005954656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4949108,"threshold_uncertainty_score":0.7004124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1679605958537825,"score_gpt":0.3732430428501938,"score_spread":0.2052824469964113,"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."}}