{"id":"W2793995697","doi":"10.1200/jco.2018.36.4_suppl.327","title":"Chemotherapy choice in advanced pancreatic cancer: What patient and disease factors influence prescription patterns?","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; Ontario Institute for Cancer Research; Juravinski Cancer Centre; Sunnybrook Health Science Centre; McMaster University; Queen's University; Cancer Care Ontario; Mount Sinai Hospital; Sunnybrook Hospital; Health Sciences Centre","funders":"","keywords":"Medicine; Gemcitabine; FOLFIRINOX; Internal medicine; Pancreatic cancer; Chemotherapy; Oncology; Regimen; Chemotherapy regimen; Odds ratio; Cancer registry; Cancer; Surgery; Irinotecan","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007952171,0.0001006233,0.0003047428,0.0005157875,0.0005444405,0.000860027,0.0004037545,0.0003798416,0.003857208],"category_scores_gemma":[0.007636903,0.0001266915,0.0004514526,0.002449281,0.0003748262,0.0005359353,0.0003250758,0.000431804,0.0002932039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002615358,"about_ca_system_score_gemma":0.004227659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2364168,"about_ca_topic_score_gemma":0.385231,"domain_scores_codex":[0.9993123,0.0001401624,0.0001087341,0.00009353531,0.0002041032,0.0001411596],"domain_scores_gemma":[0.9954374,0.00116768,0.002245627,0.0001128106,0.0005236611,0.0005128034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003332971,0.00001086461,0.9978107,0.0000183613,0.00001718008,0.0000312277,0.00007688336,0.00002640598,0.00001772548,0.00001543186,0.0003145074,0.001627421],"study_design_scores_gemma":[0.000003618231,0.00001861271,0.9984397,0.00004998341,0.00001957464,0.0001263965,0.0004579412,0.0001925464,0.00001942344,0.00003365566,0.0006351093,0.000003476819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914636,0.001912549,0.0001278178,0.002014111,0.00001737173,0.00002579605,0.001690349,0.000006242163,0.002742197],"genre_scores_gemma":[0.9982587,0.0006916521,0.0001090926,0.0001489332,0.00001271285,0.000006268106,0.0005323156,0.000004088786,0.0002362491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364168,"threshold_uncertainty_score":0.4700814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0712720617878873,"score_gpt":0.3777327958666369,"score_spread":0.3064607340787496,"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."}}