{"id":"W3111682667","doi":"10.1016/j.pan.2020.12.007","title":"Early- and late-onset pancreatic adenocarcinoma: A population-based comparative study","year":2020,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Pancreatic cancer; Internal medicine; Incidence (geometry); Adenocarcinoma; Cancer; Cancer registry; Population; Epidemiology; Demographics; Proportional hazards model; Gastroenterology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002111107,0.0002491651,0.001277069,0.0001305587,0.0001565133,0.00001843599,0.000107335,0.0001608378,0.0003056335],"category_scores_gemma":[0.0003127223,0.0002093555,0.00007054771,0.0003057259,0.000205738,0.00005098905,0.00006898071,0.0003590064,0.0001669708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000554928,"about_ca_system_score_gemma":0.0002051134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058016,"about_ca_topic_score_gemma":0.00006307281,"domain_scores_codex":[0.9979683,0.0004036314,0.0004127041,0.0005285353,0.0002548113,0.0004320141],"domain_scores_gemma":[0.9983736,0.0006692578,0.0001026455,0.0002969798,0.0001077747,0.0004497852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112025,0.0003004582,0.995062,0.00008033912,0.0002932709,0.0003224369,0.002377996,0.000002415081,0.00007917013,0.00009301193,0.0001814984,0.00009537302],"study_design_scores_gemma":[0.004676499,0.002840691,0.9863274,0.00002633685,0.000834036,0.0001095978,0.0008142044,0.003988681,0.00003673016,0.0000954177,0.00007989311,0.0001705566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993857,0.0007338012,0.0001251874,0.0022753,0.0000311695,0.00132828,0.00001570769,0.0001119951,0.001521538],"genre_scores_gemma":[0.9975699,0.00001858993,0.0008816288,0.001031538,0.00007977294,0.0001516567,0.00005781093,0.00002357582,0.0001854935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008734649,"threshold_uncertainty_score":0.8537269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06825624942925367,"score_gpt":0.3561549910425829,"score_spread":0.2878987416133292,"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."}}