{"id":"W2858158241","doi":"10.5114/ms.2018.76879","title":"Genetic determination of pancreatic cancer","year":2018,"lang":"en","type":"article","venue":"Medical Studies","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pancreatic cancer; Cancer; Medicine; Internal medicine","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":[0.003927904,0.0006350133,0.0007575657,0.007560403,0.001062569,0.003943661,0.001006281,0.001619704,0.04201167],"category_scores_gemma":[0.02078298,0.0005308671,0.001154458,0.006924016,0.0004834747,0.0015397,0.001423594,0.002166406,0.01794705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478633,"about_ca_system_score_gemma":0.002546292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008094622,"about_ca_topic_score_gemma":0.006639914,"domain_scores_codex":[0.9970762,0.0007501144,0.0003768912,0.0005260882,0.00112605,0.0001446578],"domain_scores_gemma":[0.9890683,0.003517257,0.001334602,0.001358628,0.003927917,0.0007932812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002911722,0.00008073501,0.02997839,0.001282374,0.0001765013,0.001115995,0.0003676052,0.0002254515,0.001142276,0.007524857,0.5775234,0.3802912],"study_design_scores_gemma":[0.00006097053,0.00007583608,0.06127201,0.002806769,0.0002485344,0.003834984,0.0003103401,0.0003442699,0.001897137,0.008465656,0.9205979,0.00008547632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03383624,0.2400663,0.03562187,0.1613993,0.03435093,0.001117465,0.138077,0.006167025,0.3493638],"genre_scores_gemma":[0.2006043,0.2858486,0.06122474,0.0273552,0.01432271,0.001477877,0.1481821,0.002308167,0.2586764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04201167,"threshold_uncertainty_score":0.140543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07493748545810773,"score_gpt":0.4449194325873468,"score_spread":0.369981947129239,"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."}}