{"id":"W1965132997","doi":"10.1373/clinchem.2009.133389","title":"Next-Generation Sequencing: A New Revolution in Molecular Diagnostics?","year":2009,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Computational biology; DNA sequencing; Biology; Genetics; DNA","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":[0.01361671,0.001338916,0.001835743,0.001753556,0.001184179,0.004432542,0.002099098,0.0077191,0.007594573],"category_scores_gemma":[0.01548806,0.0005821566,0.001014403,0.002324237,0.004530246,0.01286794,0.002481095,0.007915743,0.003680332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002420931,"about_ca_system_score_gemma":0.002877581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485217,"about_ca_topic_score_gemma":0.002698108,"domain_scores_codex":[0.993803,0.002128269,0.0002685787,0.0007128534,0.002726256,0.0003610614],"domain_scores_gemma":[0.990832,0.005805803,0.0004583081,0.0004047707,0.001669438,0.0008296782],"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":[0.0004510192,0.0001137655,0.002374995,0.001741673,0.0001565854,0.0003707549,0.0006179446,0.0008385105,0.009213954,0.08462613,0.3006224,0.5988723],"study_design_scores_gemma":[0.00004439252,0.0001938695,0.0008587707,0.00104752,0.00005243248,0.001086791,0.0003404376,0.001524836,0.003439407,0.07159206,0.9197039,0.0001156475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002863695,0.5684178,0.06043541,0.3339698,0.02210192,0.000086278,0.0004478245,0.0006947109,0.01098263],"genre_scores_gemma":[0.02887866,0.6102011,0.1107044,0.2042986,0.0252523,0.0002174565,0.001120582,0.0003753798,0.01895165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01361671,"threshold_uncertainty_score":0.0720129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06352844150315753,"score_gpt":0.3246632833817882,"score_spread":0.2611348418786307,"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."}}