{"id":"W4292213007","doi":"10.1001/jamaoncol.2022.3467","title":"Caution Regarding Assessment of Toxic Effects and Survival in Treatment De-escalation With Radiotherapy vs Transoral Surgery for Human Papillomavirus–Associated Oropharyngeal Cancer—Reply","year":2022,"lang":"en","type":"letter","venue":"JAMA Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; MEDLINE; General surgery; Psychiatry","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":[0.01606679,0.0007031819,0.0013246,0.00116576,0.001447524,0.002043584,0.002567857,0.01855503,0.008466513],"category_scores_gemma":[0.1285793,0.0006841648,0.002383006,0.001326605,0.002178679,0.003136579,0.00107314,0.01809122,0.004896195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003327825,"about_ca_system_score_gemma":0.002595243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007867136,"about_ca_topic_score_gemma":0.006572554,"domain_scores_codex":[0.9889919,0.005297057,0.00286739,0.0007559295,0.001622969,0.0004648168],"domain_scores_gemma":[0.9230597,0.06140678,0.002948353,0.001661479,0.009261378,0.001662239],"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":[0.0004993961,0.00007186576,0.006669393,0.0002596863,0.0001190728,0.001190843,0.0003719967,0.0002018154,0.0002617406,0.002443795,0.9593501,0.02856023],"study_design_scores_gemma":[0.0009649636,0.001061354,0.02422323,0.002138259,0.0006229171,0.01010958,0.002498633,0.002258868,0.002321187,0.02174685,0.9317108,0.0003433865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00209115,0.001619307,0.0003942174,0.9732521,0.01985734,0.0000480169,0.0003388107,0.0000933546,0.002305693],"genre_scores_gemma":[0.01676084,0.001126287,0.001011241,0.9483486,0.03016082,0.0001451441,0.0001202151,0.00006117167,0.002265745],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01855503,"threshold_uncertainty_score":0.0849703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700598695788986,"score_gpt":0.3658940959846155,"score_spread":0.3288881090267256,"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."}}