{"id":"W2906504932","doi":"10.1016/j.jval.2018.09.857","title":"PGI15 - HEALTHCARE RESOURCE UTILIZATION (HCRU) IN METASTATIC OR UNRESECTABLE GASTRIC OR GASTROESOPHAGEAL JUNCTION CANCER PATIENTS RECEIVING SECOND-LINE TREATMENT","year":2018,"lang":"en","type":"article","venue":"Value in Health","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Concomitant; Cancer; Cohort; Retrospective cohort study; Internal medicine; Emergency department; Medical prescription; Intensive care unit; Emergency medicine; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.00083531,0.0002493552,0.0005413041,0.001211788,0.0002432259,0.001109976,0.0004119421,0.00051606,0.004611596],"category_scores_gemma":[0.004678655,0.0001412328,0.001403894,0.002668732,0.0002126772,0.0006193742,0.001104151,0.0008853716,0.0005182785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378334,"about_ca_system_score_gemma":0.001326342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774099,"about_ca_topic_score_gemma":0.02100565,"domain_scores_codex":[0.9991116,0.0002243229,0.0001463807,0.0001131496,0.0001825687,0.0002219151],"domain_scores_gemma":[0.9972667,0.0004393265,0.001385798,0.00006962805,0.0002675156,0.000571146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001418989,0.00004670395,0.9926646,0.0000565922,0.0002568781,0.00002886125,0.00004119051,0.0002690686,0.00003731997,0.00009737737,0.001535471,0.004823965],"study_design_scores_gemma":[0.000009567876,0.00007273052,0.998046,0.00004304717,0.00006299292,0.00006871516,0.0001357786,0.0004180948,0.00004173548,0.0000736466,0.001022497,0.000005192834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692122,0.003169478,0.0002090491,0.001075789,0.00009265102,0.00005162908,0.01904589,0.00003123442,0.007112081],"genre_scores_gemma":[0.9909141,0.0004321739,0.00022588,0.0002692122,0.00004075111,0.00003890858,0.007355337,0.000008517267,0.0007151802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774099,"threshold_uncertainty_score":0.03527546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295018516984127,"score_gpt":0.3750104357686799,"score_spread":0.2455085840702672,"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."}}