{"id":"W4403315448","doi":"10.3389/fonc.2024.1443367","title":"Clinical outcomes and impact of prognostic factors in resectable oral cavity squamous cell carcinoma","year":2024,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Adjuvant; Internal medicine; Oncology; Hazard ratio; Clinical endpoint; Lymphovascular invasion; Proportional hazards model; Log-rank test; Adjuvant therapy; Gastroenterology; Surgery; Cancer; Clinical trial; Metastasis; Confidence interval","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":[0.0004045245,0.0002234049,0.0002543331,0.0004579186,0.0002257495,0.0003532547,0.0001522109,0.0002611253,0.0007368111],"category_scores_gemma":[0.001497089,0.00006682317,0.0002524617,0.0004785727,0.000216012,0.0002506934,0.0001985441,0.0002141606,0.00017163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916855,"about_ca_system_score_gemma":0.0002862064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008913836,"about_ca_topic_score_gemma":0.00152955,"domain_scores_codex":[0.9998523,0.00003225733,0.00001994916,0.00002379897,0.00003790591,0.00003386137],"domain_scores_gemma":[0.9992872,0.0001662645,0.0003250951,0.00002126951,0.00008450039,0.0001158143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003810635,0.0000239356,0.9943472,0.00001670652,0.00002188828,0.0001216991,0.00001689986,0.00007331414,0.0002326053,0.000005226313,0.00006891332,0.004690517],"study_design_scores_gemma":[0.00001628105,0.0003000077,0.9983196,0.000009662123,0.0000463981,0.000656011,0.00007560645,0.0001849542,0.0001435536,0.00002835383,0.000216268,0.000003423311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984618,0.0009597205,0.00005464777,0.00003486777,0.000007670375,0.000005543162,0.0001814683,0.000002937349,0.0002913538],"genre_scores_gemma":[0.9994752,0.000146357,0.00003607442,0.000009899682,0.00001151813,0.000003949119,0.0002554606,8.058157e-7,0.00006075984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008913836,"threshold_uncertainty_score":0.002464831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04494934901040687,"score_gpt":0.4009039275150301,"score_spread":0.3559545785046233,"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."}}