{"id":"W2053981990","doi":"10.3747/co.22.2309","title":"Access to Oncology Consultation in a Cancer Cohort in Northeastern Ontario","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cambrian College; Cancer Care Ontario; NOSM University; Laurentian University; Northeast Cancer Centre; Health Sciences North","funders":"Government of Ontario; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Family medicine; Cancer; Cohort; Retrospective cohort study; Population; Disease; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002896371,0.0001958208,0.0002547136,0.000750863,0.002023353,0.0008134785,0.0006589169,0.0002625313,0.001663982],"category_scores_gemma":[0.001142276,0.0003132585,0.0002960017,0.00221513,0.0005538764,0.000383323,0.0007566661,0.0003898441,0.000161934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008563005,"about_ca_system_score_gemma":0.009264787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.952328,"about_ca_topic_score_gemma":0.9779821,"domain_scores_codex":[0.9995481,0.00002506089,0.00002595964,0.0000852004,0.0001511287,0.0001645581],"domain_scores_gemma":[0.9990165,0.00004320573,0.0003993062,0.00003989392,0.000225567,0.0002754755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002379762,0.00001283625,0.9980483,0.000008408716,0.00001057191,0.0001057843,0.0007629208,0.00002004463,0.0001331863,0.00001645984,0.0002509012,0.0006068745],"study_design_scores_gemma":[0.000002817827,0.00001217276,0.9987099,0.000006558458,0.000005984342,0.0000637652,0.0008361265,0.00005375143,0.00001282117,0.000005468927,0.0002883002,0.000002193404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979085,0.00009390829,0.00002277821,0.0001149521,0.000002979587,0.00002428143,0.001052871,0.000002419451,0.0007774294],"genre_scores_gemma":[0.9985722,0.0001418483,0.00003455755,0.00004405215,0.00000364963,0.0000195298,0.0007509076,0.000001868225,0.0004313932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04767197,"threshold_uncertainty_score":0.09590536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4719015932386947,"score_gpt":0.5400703415603376,"score_spread":0.06816874832164288,"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."}}