{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006100635,0.0005348924,0.000375638,0.002069223,0.0006724845,0.001551316,0.001503514,0.0008943765,0.004426108],"category_scores_gemma":[0.009643698,0.0002100268,0.0003698332,0.001858873,0.0006085299,0.001243024,0.002133455,0.0009680386,0.001689139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168693,"about_ca_system_score_gemma":0.004247456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143382,"about_ca_topic_score_gemma":0.007529322,"domain_scores_codex":[0.9962708,0.001482959,0.0001766116,0.0005817103,0.001266621,0.0002213462],"domain_scores_gemma":[0.9919425,0.001134075,0.002197742,0.0005317412,0.002811909,0.001381978],"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":[0.0009187869,0.0009113183,0.236757,0.0009860035,0.0001000974,0.001113593,0.0005140362,0.002951717,0.01567287,0.002761327,0.03904979,0.6982635],"study_design_scores_gemma":[0.001648738,0.00821709,0.5353188,0.004086053,0.0004818066,0.01123915,0.003092587,0.07584239,0.03373353,0.01933779,0.3066175,0.0003846319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5904041,0.02491555,0.2544025,0.05206573,0.001658479,0.005135397,0.005440013,0.008321673,0.05765648],"genre_scores_gemma":[0.8164208,0.004092095,0.1658061,0.006016012,0.001083412,0.0007736784,0.003406772,0.0002406361,0.002160491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006100635,"threshold_uncertainty_score":0.03226364,"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."}}