{"id":"W6902085923","doi":"10.6084/m9.figshare.13212269","title":"Additional file 2 of Modern treatment outcomes for early T-stage oropharyngeal cancer treated with intensity-modulated radiation therapy at a tertiary care institution","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cancer; Tertiary care; Radiation therapy; Multivariate analysis; Disease; Stage (stratigraphy); Survival analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001502087,0.0005289395,0.0008737243,0.002349121,0.0006405914,0.0008771518,0.00123952,0.0006596838,0.774781],"category_scores_gemma":[0.02497919,0.000341169,0.0006157749,0.004358581,0.0001391834,0.001132893,0.0007223334,0.0006791111,0.05661806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215364,"about_ca_system_score_gemma":0.002201735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009903434,"about_ca_topic_score_gemma":0.01666584,"domain_scores_codex":[0.9991203,0.0001556113,0.0002285497,0.000158174,0.0002034577,0.0001339453],"domain_scores_gemma":[0.9806048,0.01251316,0.002767564,0.0009090962,0.0026762,0.0005291769],"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":[0.0004805962,0.0001476556,0.01274154,0.003028544,0.00009456627,0.00009692709,0.00009341411,0.0005329811,0.00007216149,0.0009607604,0.9685042,0.01324659],"study_design_scores_gemma":[0.005787299,0.0006281661,0.1969371,0.008396879,0.0004177923,0.001069003,0.001185423,0.003246095,0.0006917941,0.007972003,0.7734923,0.0001762915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005424978,0.00001965059,0.0001211657,0.00009274772,0.00001237901,0.0001008796,0.9978889,0.00005349173,0.001168206],"genre_scores_gemma":[0.02282814,0.0001659657,0.001846582,0.0004894266,0.00009949139,0.002591977,0.9593167,0.000204001,0.01245768],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.774781,"threshold_uncertainty_score":0.3212476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04790324720486694,"score_gpt":0.2886946152607855,"score_spread":0.2407913680559186,"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."}}