{"id":"W4238500546","doi":"10.1002/9780471420194.tnmm43","title":"Oropharynx","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Etiology; Human papillomavirus; Oncology; Basal cell; Clinical trial; Disease; Dermatology; Pathology","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":[0.001028913,0.0004421043,0.0005869782,0.001436472,0.00049157,0.001336678,0.0006731713,0.0003580167,0.1158255],"category_scores_gemma":[0.003858068,0.0001273877,0.0009243226,0.002121078,0.0002087694,0.0009348958,0.001232275,0.0006095414,0.01638377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008487805,"about_ca_system_score_gemma":0.002175737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008504802,"about_ca_topic_score_gemma":0.0120326,"domain_scores_codex":[0.9989078,0.000255375,0.0001792987,0.0001394823,0.0003979784,0.0001200162],"domain_scores_gemma":[0.9984225,0.0003684682,0.0004090393,0.0001407145,0.0004607775,0.0001985744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002569279,0.0001692,0.04086988,0.01919197,0.001103386,0.0005122927,0.0003085742,0.0001989509,0.0007024386,0.005039796,0.3850305,0.5443038],"study_design_scores_gemma":[0.0002829089,0.0002234745,0.04185631,0.005461906,0.0007809123,0.001056846,0.0003948715,0.00003702918,0.0004172936,0.001304358,0.948166,0.00001810438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05052685,0.2156143,0.00109383,0.006177968,0.002593307,0.0008835124,0.2150486,0.0003451655,0.5077165],"genre_scores_gemma":[0.3776292,0.1690677,0.003678596,0.01237104,0.003375678,0.002045929,0.1725113,0.000434348,0.2588863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1158255,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210200663696351,"score_gpt":0.3690262623476426,"score_spread":0.3269242557106791,"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."}}