{"id":"W6949843054","doi":"10.5281/zenodo.2348347","title":"MOLECULAR FINGERPRINT SEQUENCING FOR MINIMAL RESIDUAL DISEASE DETECTION IN BREAST CANCER - SI detection software","year":2018,"lang":"en","type":"other","venue":"Figshare","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Breast cancer; Software; Residual; Code (set theory); Fingerprint (computing); Pattern recognition (psychology); DNA sequencing","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":[0.001039317,0.001292043,0.0006916114,0.002024581,0.0004320985,0.001095579,0.001557865,0.0007005695,0.2318721],"category_scores_gemma":[0.004397626,0.0009037163,0.001078364,0.0007614691,0.0002175357,0.001057875,0.0009847,0.0008644855,0.1179144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004968233,"about_ca_system_score_gemma":0.0006075453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625722,"about_ca_topic_score_gemma":0.002266747,"domain_scores_codex":[0.9995679,0.00004919085,0.00005565863,0.000152451,0.0001189804,0.00005577898],"domain_scores_gemma":[0.9989517,0.000455801,0.0000712346,0.0001853675,0.0002854165,0.00005043429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007549726,0.0001381947,0.004764831,0.001137188,0.0001533605,0.0002520813,0.0002000606,0.00272757,0.01759639,0.005970763,0.7338668,0.2324378],"study_design_scores_gemma":[0.0006496136,0.000176785,0.01188831,0.0006280259,0.0002362084,0.001150195,0.0001095043,0.0665332,0.08409013,0.02196603,0.8123181,0.0002538321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.007119769,0.0005194513,0.3123228,0.0003903133,0.0004542011,0.0004615223,0.1050081,0.5404573,0.03326644],"genre_scores_gemma":[0.04698711,0.0006772142,0.5465325,0.0008222113,0.000208232,0.002087604,0.165653,0.1649248,0.07210737],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2318721,"threshold_uncertainty_score":0.7756895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596657381520705,"score_gpt":0.2598925324447962,"score_spread":0.2439259586295892,"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."}}