{"id":"W7162034800","doi":"10.82308/46776","title":"A gene association study to identify novel pancreatic cancer susceptibility genes","year":2018,"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":"Pancreatic cancer; Genetic inheritance; Cancer; Medical screening; Mutation","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":[0.001095652,0.0002229355,0.0003158675,0.0008713598,0.0005317564,0.0005967583,0.0001902474,0.0004705408,0.002472995],"category_scores_gemma":[0.002930922,0.0001939163,0.0005866714,0.001409166,0.0002358638,0.0002460484,0.0002353392,0.000419888,0.0003706756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932458,"about_ca_system_score_gemma":0.000557568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405534,"about_ca_topic_score_gemma":0.002168587,"domain_scores_codex":[0.9993804,0.0002206052,0.000045675,0.0002090038,0.00009177275,0.00005267694],"domain_scores_gemma":[0.9986101,0.0007916273,0.0001706866,0.0001110518,0.0001391838,0.0001772939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001966025,0.0003241989,0.9450792,0.0001289763,0.0006126545,0.00168726,0.0003713298,0.0002056126,0.02359895,0.0004339862,0.0008780228,0.02471378],"study_design_scores_gemma":[0.0002226953,0.001434029,0.9822963,0.00002732841,0.0009314994,0.004005084,0.0002753688,0.001296494,0.003136436,0.0005166673,0.005842273,0.00001574496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946848,0.001003916,0.001928523,0.0002437818,0.00004381024,0.00004067845,0.0004260927,0.00002405617,0.001604604],"genre_scores_gemma":[0.9925116,0.0006615522,0.00352139,0.0001679185,0.00004465526,0.00006007098,0.0005770271,0.00001247417,0.002443396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002472995,"threshold_uncertainty_score":0.008273005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05696873584690876,"score_gpt":0.4467977474957835,"score_spread":0.3898290116488748,"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."}}