{"id":"W2146411461","doi":"10.3747/co.20.1412","title":"Positron-Emission Tomography for Locally Advanced Cervical Cancer: A Survey Assessing Canadian Practice Patterns and Access","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Positron emission tomography; Cervical cancer; Medical physics; Population; Chemoradiotherapy; Radiation therapy; Nuclear medicine; Radiology; Cancer; Internal medicine","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":[0.001327384,0.0001945659,0.0002442579,0.001379493,0.001452831,0.0007068224,0.0008033238,0.0004393348,0.002481701],"category_scores_gemma":[0.005121323,0.0003320153,0.0003381762,0.004235537,0.0005592795,0.0004677581,0.0007689103,0.0005607445,0.0002544491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146451,"about_ca_system_score_gemma":0.01397553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9636754,"about_ca_topic_score_gemma":0.9605275,"domain_scores_codex":[0.9986749,0.0001454327,0.0001296055,0.0001183541,0.0006510885,0.0002806863],"domain_scores_gemma":[0.9941776,0.000598321,0.001530609,0.0000934255,0.002449027,0.001151056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004473238,0.00004088928,0.9871933,0.0001355401,0.00001680556,0.0001046385,0.002771711,0.00005109518,0.0002605808,0.00004032948,0.001566864,0.007773574],"study_design_scores_gemma":[0.000006024905,0.0000601831,0.9941499,0.00004944176,0.0000078643,0.0001165893,0.003611559,0.000187737,0.00004675483,0.000006401385,0.001747563,0.000009917231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909518,0.0006575867,0.0000821552,0.001181692,0.000009754389,0.0001143337,0.003553031,0.00001271089,0.00343691],"genre_scores_gemma":[0.9966347,0.001081706,0.0002735571,0.0002777402,0.000006752457,0.00003584494,0.001028487,0.000004460012,0.0006568306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03632456,"threshold_uncertainty_score":0.0831812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095395905439762,"score_gpt":0.4631421666350746,"score_spread":0.3536025760910985,"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."}}