{"id":"W2994867938","doi":"10.1002/cncr.32654","title":"National treatment trends in human papillomavirus–positive oropharyngeal squamous cell carcinoma","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Quartile; Incidence (geometry); Cancer; Internal medicine; Human papillomavirus; Adjuvant therapy; Surgery; Oncology; 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":[0.000682351,0.00009414751,0.0001814634,0.00118488,0.0001822759,0.0003343978,0.0004127202,0.0002209777,0.001801163],"category_scores_gemma":[0.002968247,0.00009971594,0.0003244894,0.002099178,0.0001337953,0.0004104671,0.0003753214,0.0004238934,0.000215935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470377,"about_ca_system_score_gemma":0.001277709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05443461,"about_ca_topic_score_gemma":0.07598046,"domain_scores_codex":[0.9994529,0.00008355806,0.00009406196,0.0001159465,0.0001600912,0.00009344966],"domain_scores_gemma":[0.9967498,0.000426625,0.001654078,0.00008640112,0.0008219688,0.0002611321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000398337,0.00002538071,0.9903604,0.00007885545,0.00004686338,0.00001292927,0.00003846804,0.0002896089,0.000111988,0.000100839,0.002059745,0.006834988],"study_design_scores_gemma":[0.000002985671,0.00002673263,0.9971757,0.00004347107,0.00002612343,0.00006944082,0.0001255068,0.0003732249,0.0001374844,0.00002751908,0.001988611,0.000003273259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650024,0.005971706,0.0004181964,0.001797081,0.00006651562,0.00002714997,0.02240913,0.00005537452,0.004252603],"genre_scores_gemma":[0.9837198,0.00172671,0.0003250009,0.0002618196,0.00003023934,0.00004125237,0.01343315,0.00001080341,0.0004511249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05443461,"threshold_uncertainty_score":0.1082355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987478916255473,"score_gpt":0.331100991330158,"score_spread":0.3012262021676033,"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."}}