{"id":"W170842890","doi":"10.1016/j.oraloncology.2013.03.144","title":"OP136","year":2013,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Hazard ratio; Tongue; Proportional hazards model; Cohort; Survival analysis; Univariate analysis; Internal medicine; Radiation therapy; Stage (stratigraphy); Surgery; Log-rank test; Population; Cancer; Multivariate analysis; Confidence interval; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000421362,0.00004572335,0.000225879,0.00002177632,0.00002715748,0.00000227445,0.00002444348,0.00005489766,0.001930385],"category_scores_gemma":[0.00003040448,0.00003267359,0.00002868481,0.00004985811,0.00004900849,0.00002709807,0.00002374843,0.00007755322,0.001686151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006939272,"about_ca_system_score_gemma":0.00007941131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001762628,"about_ca_topic_score_gemma":0.00004680697,"domain_scores_codex":[0.9996246,0.00001461829,0.00008206131,0.00008601022,0.00004634669,0.0001464158],"domain_scores_gemma":[0.999761,0.00002614358,0.00001518144,0.00008038528,0.00004470383,0.00007251117],"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":[0.00006417747,0.0001930626,0.02667551,0.00002362139,0.00005513756,0.00007932392,0.0003318539,1.369221e-7,0.00779692,0.0008584169,0.5144917,0.4494301],"study_design_scores_gemma":[0.0009369139,0.001354875,0.09904048,0.000009497267,0.0000198773,0.00004541157,0.00009964115,0.00001870989,0.0004440189,0.0002434476,0.8977399,0.00004721768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6541986,0.0003517708,0.0000122668,0.02681688,0.0003362768,0.0001951246,5.515762e-7,0.00005148373,0.3180371],"genre_scores_gemma":[0.983266,0.00008308341,0.00160888,0.005810698,0.0001772245,0.00005085458,0.000002086658,0.000006520055,0.008994635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4493829,"threshold_uncertainty_score":0.9990911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640099144043825,"score_gpt":0.3724193152085055,"score_spread":0.3260183237680673,"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."}}