{"id":"W4366463423","doi":"10.1002/cam4.5882","title":"Influence of a patient navigation program on timeliness of care in patients with esophageal cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Northeast Cancer Centre; Queen's University","funders":"","keywords":"Medicine; Biopsy; Esophageal cancer; Referral; Cohort; Retrospective cohort study; Cancer; Surgery; General surgery; Radiology; Internal medicine; Nursing","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":[0.001023142,0.000122152,0.0001508767,0.0002798393,0.000297316,0.0004098809,0.0002772403,0.0002385599,0.001333002],"category_scores_gemma":[0.009343678,0.00008028973,0.000345,0.000417754,0.000157196,0.0003764855,0.000623115,0.0004430043,0.00009900893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009295059,"about_ca_system_score_gemma":0.001771197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004649301,"about_ca_topic_score_gemma":0.009299147,"domain_scores_codex":[0.9991535,0.0003734847,0.0001002584,0.00008741639,0.0001614376,0.0001239632],"domain_scores_gemma":[0.9938986,0.001828004,0.00282311,0.0001319362,0.0004652277,0.0008530001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007434917,0.000597971,0.9194484,0.0001354207,0.0001039934,0.00009687102,0.0003240059,0.000659447,0.0002937734,0.00005655865,0.001331379,0.07620864],"study_design_scores_gemma":[0.00005100349,0.001882371,0.9945333,0.00006483472,0.000064206,0.0001903971,0.0004684957,0.0008024143,0.0002495587,0.0000359664,0.001646809,0.00001059581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976045,0.0005340188,0.0002311627,0.000424525,0.00002914971,0.00003330252,0.0001225665,0.00001365213,0.001007111],"genre_scores_gemma":[0.9989585,0.000192281,0.0004343382,0.0001070972,0.00002182503,0.00004062362,0.0001240573,0.000002680599,0.0001186005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004649301,"threshold_uncertainty_score":0.009244502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224434431102854,"score_gpt":0.3553439216995969,"score_spread":0.3330995773885683,"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."}}