{"id":"W1998679849","doi":"10.1002/cncr.24635","title":"Radiotherapy or surgery for head and neck squamous cell cancer","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Radiation therapy; Head and neck cancer; Chemoradiotherapy; Surgery; Retrospective cohort study; Observational study; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001469616,0.0002266947,0.0007309661,0.0004653184,0.0005550737,0.0003509951,0.0005586926,0.0004914508,0.004349194],"category_scores_gemma":[0.00385621,0.0001427104,0.001000447,0.0009666457,0.0004393763,0.0002040862,0.0002664047,0.0004194354,0.0003039359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145983,"about_ca_system_score_gemma":0.002952248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02181791,"about_ca_topic_score_gemma":0.03944766,"domain_scores_codex":[0.998974,0.0002903576,0.0001381009,0.0001834857,0.0002756832,0.0001383649],"domain_scores_gemma":[0.9978895,0.0008896194,0.0007332752,0.0001521216,0.0001389304,0.0001965944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00977667,0.0003253689,0.9425809,0.001809313,0.001980507,0.0004545298,0.0003295303,0.0002488177,0.0007712171,0.000225129,0.001453877,0.04004409],"study_design_scores_gemma":[0.001416801,0.007591067,0.9782848,0.0005382205,0.002172416,0.002274022,0.0003323277,0.0000776036,0.0007106808,0.0002540388,0.006334794,0.00001311077],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9740219,0.01948562,0.0002217898,0.0004431471,0.0001346621,0.0002923987,0.001632727,0.000008782009,0.003758908],"genre_scores_gemma":[0.9932173,0.004346419,0.0002190499,0.0004554923,0.000129397,0.0001301385,0.0009134334,0.000002854321,0.0005858243],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02181791,"threshold_uncertainty_score":0.04338187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637361525570201,"score_gpt":0.3538820649495432,"score_spread":0.3075084496938412,"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."}}