{"id":"W4312081824","doi":"10.1097/01.cot.0000911080.32070.a9","title":"LOGIC Tool Effective in Diagnosing MMRD in Tumor & Germline Tissues","year":2022,"lang":"en","type":"article","venue":"Oncology Times","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microsatellite instability; Germline; DNA mismatch repair; Cancer; Genome instability; Indel; Germline mutation; Genetic testing; Medicine; Biology; Computational biology; Genetics; Cancer research; Microsatellite; Bioinformatics; Mutation; Gene; DNA; Colorectal cancer; DNA damage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002801799,0.001104533,0.0006900036,0.004375644,0.000738684,0.002742843,0.001228353,0.00154973,0.006732211],"category_scores_gemma":[0.009914264,0.0005419573,0.0010431,0.001285182,0.0003308872,0.001159205,0.002066762,0.0009794524,0.0047352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007480137,"about_ca_system_score_gemma":0.001088916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002325943,"about_ca_topic_score_gemma":0.005240223,"domain_scores_codex":[0.9977956,0.0003546964,0.0002381446,0.0008415596,0.0006258546,0.0001441464],"domain_scores_gemma":[0.9944741,0.002929873,0.000666317,0.0005446992,0.001069268,0.0003155989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002376553,0.0003637698,0.2644943,0.00223077,0.000910814,0.004583542,0.0007403542,0.007649038,0.08883496,0.003546177,0.1347913,0.4894785],"study_design_scores_gemma":[0.0006953463,0.001105425,0.2140686,0.001053304,0.001090612,0.01566824,0.001694039,0.167169,0.239187,0.02174284,0.3359958,0.0005298226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3535735,0.009059859,0.3597818,0.00718456,0.001370946,0.001686147,0.1194386,0.1217571,0.02614757],"genre_scores_gemma":[0.4244002,0.001679505,0.4889111,0.004495466,0.0003664816,0.001227396,0.06578276,0.00287143,0.01026558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006732211,"threshold_uncertainty_score":0.02252156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122720418367176,"score_gpt":0.3393391846611064,"score_spread":0.3181119804774346,"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."}}