{"id":"W2807413965","doi":"10.2217/ebo.13.739","title":"Nasopharyngeal cancer staging","year":2014,"lang":"en","type":"other","venue":"","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Nasopharyngeal carcinoma; Cancer; Radiation oncologist; Radiation therapy; Head and neck cancer; Cancer staging; Nasopharyngeal cancer; Oncology; Internal medicine; Radiation oncology; Medical physics","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":[0.001065655,0.0003247428,0.0003143546,0.0023404,0.0006198192,0.001408425,0.0006804256,0.0003022876,0.06092796],"category_scores_gemma":[0.002381046,0.0001064176,0.0004171099,0.002960373,0.0002325446,0.0009929115,0.0009184639,0.0007769375,0.01845546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456541,"about_ca_system_score_gemma":0.002657529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168098,"about_ca_topic_score_gemma":0.01584941,"domain_scores_codex":[0.9995022,0.0000808144,0.00005311738,0.00006209897,0.0002515294,0.0000501721],"domain_scores_gemma":[0.999271,0.0000801107,0.00006826343,0.00006033087,0.0004369433,0.00008344492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005668378,0.00002092587,0.007775653,0.001383992,0.00003112752,0.0002549631,0.0003057859,0.0001875236,0.0004326158,0.009521456,0.6128722,0.3671572],"study_design_scores_gemma":[0.000004299048,0.00001014612,0.005337575,0.0009554092,0.00001847079,0.0005134082,0.000146443,0.00003085724,0.0001568398,0.0007960881,0.9920257,0.00000475888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009456164,0.1085804,0.005315114,0.007973402,0.00436595,0.0007430036,0.05230591,0.000655362,0.8106048],"genre_scores_gemma":[0.1001266,0.1937669,0.02092659,0.006238015,0.003019621,0.001153711,0.1254137,0.0009500037,0.5484049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06092796,"threshold_uncertainty_score":0.2038243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224116246082261,"score_gpt":0.3253375680236309,"score_spread":0.3029259434154048,"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."}}