{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007664881,0.0006484882,0.0005451119,0.002132964,0.001281347,0.002975896,0.001009666,0.001897971,0.8382047],"category_scores_gemma":[0.003850737,0.0003068861,0.0004410969,0.001369577,0.0004181379,0.0007702404,0.001834991,0.001193083,0.6849022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108427,"about_ca_system_score_gemma":0.002700939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005462349,"about_ca_topic_score_gemma":0.01056255,"domain_scores_codex":[0.9993914,0.00007084076,0.00003675741,0.00007244812,0.0003088228,0.000119624],"domain_scores_gemma":[0.9983467,0.00031212,0.00008963845,0.0002036634,0.0006613463,0.0003865715],"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":[0.00007306221,0.0000893813,0.0005359176,0.0001573563,0.000006656899,0.0001393095,0.00005759553,0.0000350658,0.0005312802,0.00615842,0.8454708,0.1467452],"study_design_scores_gemma":[0.00002548362,0.00002423016,0.002148468,0.0001026178,0.000005038858,0.0001598405,0.0000469639,0.00002894968,0.0001990211,0.0007603184,0.9964947,0.000004456843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005906072,0.0004403634,0.0001531907,0.002125145,0.0007885227,0.0001117303,0.002743819,0.000275175,0.9927714],"genre_scores_gemma":[0.001832333,0.0002807677,0.0001908923,0.0009047316,0.0001965329,0.0000673565,0.001211936,0.00007090077,0.9952444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1617953,"threshold_uncertainty_score":0,"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."}}