{"id":"W2564342980","doi":"10.3747/co.23.3306","title":"Cancer Referral and Treatment Activity 2010–2015: A Population-Based Study from Vancouver Island","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Cancer; Referral; Population; Family medicine; Gerontology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006603788,0.0002673887,0.000413075,0.001638144,0.00142303,0.001591865,0.001047772,0.0005041393,0.002590277],"category_scores_gemma":[0.002529965,0.000423885,0.0003392423,0.00521025,0.0004289582,0.0004554249,0.0009994311,0.0008441685,0.0004899942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009857668,"about_ca_system_score_gemma":0.007079793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9342315,"about_ca_topic_score_gemma":0.9629064,"domain_scores_codex":[0.9990698,0.0001345715,0.00009246777,0.0001613015,0.0003111468,0.0002307266],"domain_scores_gemma":[0.9976467,0.0001921659,0.000585645,0.00008693781,0.0008077867,0.000680749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003603424,0.00004756112,0.9944529,0.00003933948,0.00005590442,0.00009575641,0.0005030779,0.00008297426,0.00006036765,0.00002698423,0.00187713,0.002721919],"study_design_scores_gemma":[0.000003813861,0.00001410264,0.9974962,0.00003546608,0.00001334824,0.00006186792,0.001431606,0.0001384486,0.00001430372,0.000008917273,0.0007768144,0.000005112141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899849,0.0005514192,0.00005771738,0.0003502184,0.00001132417,0.00004780232,0.007146141,0.000006959871,0.001843462],"genre_scores_gemma":[0.9939736,0.0005672108,0.00009855884,0.0001848636,0.000009279206,0.00003629628,0.004181959,0.000005547333,0.0009428366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06576854,"threshold_uncertainty_score":0.1323117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332792007759347,"score_gpt":0.3613371792892875,"score_spread":0.2280579785133528,"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."}}