{"id":"W4254055491","doi":"10.3410/f.738839027.793581499","title":"Faculty Opinions recommendation of Aggressive PDACs show hypomethylation of repetitive elements and the execution of an intrinsic IFN program linked to a ductal cell-of-origin.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Computational biology; Cancer research; Biology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006635787,0.001399083,0.001048171,0.002050024,0.0006302366,0.001667485,0.001811118,0.002017523,0.03769463],"category_scores_gemma":[0.00393995,0.0004102323,0.001169622,0.00251081,0.0003063532,0.0007157517,0.001220422,0.001322015,0.04148508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009073875,"about_ca_system_score_gemma":0.001567249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02585125,"about_ca_topic_score_gemma":0.06918597,"domain_scores_codex":[0.9993827,0.00006651992,0.0000675404,0.0002034467,0.0001487978,0.0001308865],"domain_scores_gemma":[0.9984901,0.0003804595,0.0002230489,0.0002987437,0.0003774228,0.0002301683],"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":[0.0001702991,0.00003134381,0.006338633,0.0007272142,0.00005686424,0.00006756873,0.00002624419,0.0002688651,0.0005243139,0.0002800157,0.9871678,0.004340904],"study_design_scores_gemma":[0.0003780875,0.00005768827,0.04754189,0.0007012639,0.0001580687,0.0005363978,0.0001956974,0.00108244,0.001642065,0.001725206,0.9459213,0.00005999981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005958647,0.0001141149,0.00007337729,0.0001340637,0.00005147895,0.00001049411,0.9979323,0.0002160977,0.0008721165],"genre_scores_gemma":[0.001247514,0.00007455769,0.0002462908,0.00009212241,0.00001289961,0.00002794343,0.9974288,0.00002806401,0.0008417799],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9623054,"threshold_uncertainty_score":0.1261011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800709477788652,"score_gpt":0.3276946594724189,"score_spread":0.2996875646945323,"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."}}