{"id":"W2138327692","doi":"10.1002/hed.21363","title":"Response rates for mailout survey‐driven studies in patients with head and neck cancer","year":2010,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Head and neck cancer; Medicine; Head and neck; Cancer; Oncology; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004193618,0.000226483,0.0006351687,0.0001068131,0.0001340859,0.000013974,0.00005577763,0.00008244096,0.00002402198],"category_scores_gemma":[0.0005192337,0.0001611283,0.00003775101,0.0002045171,0.0002093517,0.00008410221,0.00005386288,0.0002401598,0.000006643868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008028937,"about_ca_system_score_gemma":0.0001711497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006488611,"about_ca_topic_score_gemma":0.02452095,"domain_scores_codex":[0.9986614,0.00008253549,0.0002707723,0.000379294,0.0001997178,0.0004062705],"domain_scores_gemma":[0.9987996,0.0004378842,0.00006613485,0.0002436424,0.0003168874,0.0001358767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01106478,0.0001731969,0.9796654,0.0001741088,0.0001119653,0.00001001123,0.001572642,9.762705e-7,0.0003869074,0.000008647401,0.004971707,0.001859684],"study_design_scores_gemma":[0.00808979,0.00192371,0.9755335,0.0005687514,0.00004088138,0.000002933766,0.0001564982,0.00002199887,0.0002468193,0.00001596514,0.01320777,0.000191385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994802,0.001628504,0.000001231975,0.002092328,0.0003494277,0.0009035625,0.0001039394,0.00003531712,0.00008366894],"genre_scores_gemma":[0.9970533,0.0003436997,0.00065207,0.0007762123,0.000101556,0.0002561506,0.00002112088,0.0000370152,0.0007588851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02387209,"threshold_uncertainty_score":0.993279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06102817135989847,"score_gpt":0.3917369252596434,"score_spread":0.330708753899745,"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."}}