{"id":"W7161761703","doi":"10.82308/11600","title":"Functional characterization of germline SMG1 mutations associated with pancreatic ductal adenocarcinoma.","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mutation; Cancer; Gene; Gene expression","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":[0.0001808885,0.0002057585,0.0001289176,0.0009402502,0.0001658434,0.00024395,0.0001613642,0.0003365265,0.001558284],"category_scores_gemma":[0.0004556139,0.00008358304,0.0002507422,0.0004486431,0.0001564926,0.00007027189,0.0001548282,0.0001635243,0.000339294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446761,"about_ca_system_score_gemma":0.0001597533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353867,"about_ca_topic_score_gemma":0.003035198,"domain_scores_codex":[0.9998739,0.00001529938,0.00001481989,0.00002497599,0.00004351335,0.00002749624],"domain_scores_gemma":[0.9997748,0.00006605819,0.00005966785,0.00001495939,0.00003467887,0.00004983287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002980433,0.00004350024,0.1167571,0.0001020616,0.00003942393,0.003557476,0.0001552167,0.0002091924,0.8672626,0.0002121419,0.0002399812,0.01112326],"study_design_scores_gemma":[0.00002102761,0.00029752,0.8287804,0.00002336353,0.00006844062,0.01993805,0.0003902215,0.001121901,0.1406008,0.0001599235,0.008585134,0.00001315529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968677,0.0007743909,0.0003364813,0.0001229557,0.00001808398,0.000009017029,0.0008023664,0.00001584439,0.001053215],"genre_scores_gemma":[0.9972687,0.0002626142,0.0005988526,0.00006985346,0.000006354407,0.000006566154,0.001075499,0.000008312406,0.0007031565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002353867,"threshold_uncertainty_score":0.005212963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621629877466096,"score_gpt":0.3091752107507995,"score_spread":0.2829589119761385,"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."}}