{"id":"W4392798009","doi":"10.1016/j.ijrobp.2024.01.035","title":"Surrogate Endpoints in p16-Positive Squamous Cell Carcinoma of the Oropharynx","year":2024,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Surrogate endpoint; Basal cell; Oncology; Internal medicine","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":[0.005054912,0.0007243759,0.001055112,0.0004979798,0.0002218394,0.001553764,0.0004730431,0.0006144485,0.001375356],"category_scores_gemma":[0.01292297,0.0001280132,0.001610295,0.0006677175,0.0003313892,0.0006961162,0.0009071783,0.001227424,0.0002496318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009250023,"about_ca_system_score_gemma":0.001141721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003880069,"about_ca_topic_score_gemma":0.0004282656,"domain_scores_codex":[0.9964568,0.002539391,0.0002209918,0.0002038928,0.0003914844,0.0001874823],"domain_scores_gemma":[0.9929854,0.003724025,0.001962148,0.000483414,0.000387817,0.0004572119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3079564,0.002771436,0.2816209,0.009053675,0.004696994,0.002307957,0.0007716251,0.06640366,0.04702599,0.01728351,0.005670342,0.2544375],"study_design_scores_gemma":[0.009172433,0.1457537,0.5529774,0.002845883,0.006843479,0.006651145,0.001384886,0.1184262,0.06098644,0.05581662,0.03881907,0.000322644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628863,0.01516851,0.01234052,0.0003733832,0.0002371182,0.0004246211,0.003197508,0.00005387057,0.00531813],"genre_scores_gemma":[0.995635,0.001032188,0.001070068,0.00005693356,0.00003936,0.0002556401,0.001413305,0.00001200495,0.0004856065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005054912,"threshold_uncertainty_score":0.02673322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439725614106372,"score_gpt":0.2975361661980821,"score_spread":0.2831389100570184,"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."}}