{"id":"W6981594924","doi":"","title":"Estimate of mismatch repair deficient pancreatic cancer in patients enrolled in the Quebec Pancreas Cancer Study","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pancreatic cancer; Cancer; DNA mismatch repair; Pancreas; Pancreatectomy","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":[0.0008897709,0.0003078267,0.0005543999,0.001118645,0.001032086,0.001207012,0.001346871,0.0008069325,0.005507273],"category_scores_gemma":[0.004350661,0.0003432097,0.0008549482,0.002498257,0.0003436448,0.0004790309,0.0006602278,0.001372222,0.0004762196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048866,"about_ca_system_score_gemma":0.006559142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9677899,"about_ca_topic_score_gemma":0.9568889,"domain_scores_codex":[0.9993298,0.000143964,0.00004259401,0.0001600194,0.0001323652,0.0001912677],"domain_scores_gemma":[0.9973627,0.0003203223,0.0005508502,0.0001797118,0.000998109,0.0005883628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029328,0.00002126604,0.9955135,0.00001233758,0.0001081464,0.00003480843,0.00005383827,0.000227237,0.00005700626,0.0001304235,0.002291723,0.001446782],"study_design_scores_gemma":[0.00001996103,0.00001516801,0.9979243,0.00002211863,0.00005895371,0.00002566264,0.0002325717,0.0008690712,0.00002598486,0.00004213421,0.0007573038,0.000006631345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564678,0.001926413,0.0004087006,0.001879427,0.00005487186,0.0000765569,0.03565828,0.00002530455,0.003502741],"genre_scores_gemma":[0.9891552,0.000646794,0.0001617992,0.0002862376,0.00001846201,0.00004094281,0.00761345,0.000007575898,0.002069417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03221011,"threshold_uncertainty_score":0.07610089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125796290891514,"score_gpt":0.2676458993420919,"score_spread":0.2463879364331768,"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."}}