{"id":"W1825240869","doi":"10.18192/uojm.v4i2.1075","title":"Is Next-Generation Sequencing Appropriate for the Clinic?","year":2014,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"DNA sequencing; Medical diagnosis; Medicine; Computational biology; Computer science; Data science; Biology; Genetics; Gene; Pathology","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":[0.02825385,0.0006371551,0.002414168,0.001315764,0.001237358,0.005272439,0.00177329,0.01027545,0.006843716],"category_scores_gemma":[0.07324411,0.0004682955,0.0009550747,0.001206069,0.006782,0.009587861,0.002018863,0.01431116,0.004877306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819296,"about_ca_system_score_gemma":0.003226915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002715506,"about_ca_topic_score_gemma":0.002729462,"domain_scores_codex":[0.9893668,0.004466017,0.001211534,0.001172045,0.003340813,0.0004427503],"domain_scores_gemma":[0.962831,0.02175721,0.001629731,0.002312169,0.008785548,0.002684356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007689591,0.0001301406,0.00603504,0.002303729,0.000240215,0.00132712,0.0006092698,0.0005532774,0.003538757,0.05530332,0.4043159,0.5248743],"study_design_scores_gemma":[0.0001030508,0.0002309316,0.002427824,0.004456388,0.0001378829,0.003113714,0.00096748,0.0006320502,0.001243144,0.1729473,0.8135924,0.0001478718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001153603,0.1427223,0.01424304,0.8073286,0.02643015,0.00004417522,0.0001798694,0.0002663276,0.007632022],"genre_scores_gemma":[0.0339268,0.2660299,0.03629449,0.6076719,0.04882914,0.0001823783,0.000439239,0.0004192059,0.0062069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02825385,"threshold_uncertainty_score":0.1494225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446684205085362,"score_gpt":0.257052490043878,"score_spread":0.2125856479930244,"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."}}