{"id":"W3090364346","doi":"10.1002/lary.29045","title":"Pre‐ and Post‐Radiotherapy Radiologic Nodal Features and Oropharyngeal Cancer Outcomes","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Princess Margaret Cancer Centre; CancerCare Manitoba; University of Toronto","funders":"","keywords":"Radiation therapy; Medicine; Cancer; NODAL; Radiology; Oncology; Internal medicine","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":[0.000356562,0.0001211967,0.0001603489,0.0003090308,0.000146216,0.0003411264,0.0003395468,0.00026021,0.002023311],"category_scores_gemma":[0.001575419,0.00009300818,0.0003220525,0.0003716787,0.0001780748,0.0002813374,0.0002783606,0.0003130435,0.0001932616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805395,"about_ca_system_score_gemma":0.0003329415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004259432,"about_ca_topic_score_gemma":0.009580582,"domain_scores_codex":[0.9998071,0.00003413533,0.00001979985,0.00004701914,0.00004476686,0.00004725655],"domain_scores_gemma":[0.99911,0.0001350298,0.0004796644,0.00004594119,0.0001002701,0.0001290833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190321,0.00001964309,0.9974701,0.00001400793,0.00002822905,0.00003968872,0.00001746778,0.00007735635,0.0001138696,0.000008230806,0.00006615144,0.002026232],"study_design_scores_gemma":[0.000003727401,0.00007623192,0.9994149,0.00000492819,0.00002217071,0.000155888,0.0000498374,0.00008261421,0.00007420322,0.000007860653,0.0001063752,0.000001305833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985846,0.000472591,0.00004615336,0.00004709181,0.00000475663,0.000006529678,0.0003437802,0.000002678165,0.0004917235],"genre_scores_gemma":[0.9995459,0.00007441053,0.00002143068,0.000006279332,0.000005639287,0.000002355958,0.0002445857,8.353738e-7,0.00009853639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004259432,"threshold_uncertainty_score":0.008469284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157118461301696,"score_gpt":0.3076464958058082,"score_spread":0.2860753111927913,"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."}}