{"id":"W2512456861","doi":"10.1001/jamaoto.2016.2241","title":"Nodal Disease Burden for Early-Stage Oral Cancer","year":2016,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"Canadian Cancer Society Research Institute; BC Cancer Foundation; Terry Fox Research Institute","keywords":"Medicine; Neck dissection; Cancer; Stage (stratigraphy); Cancer registry; Surgery; Cumulative incidence; Radiation therapy; Retrospective cohort study; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004563711,0.0001924283,0.0001973824,0.0006660336,0.0002611622,0.0004992499,0.0002536945,0.0001770803,0.003726491],"category_scores_gemma":[0.001844246,0.000100358,0.0001878177,0.000686329,0.0002025827,0.0002744691,0.0002978815,0.000322812,0.0002112433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819739,"about_ca_system_score_gemma":0.0005859467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006296006,"about_ca_topic_score_gemma":0.01941635,"domain_scores_codex":[0.9998388,0.00004033784,0.00001787494,0.0000329532,0.0000503304,0.00001963871],"domain_scores_gemma":[0.9993444,0.0001680802,0.0003102807,0.00002991703,0.0000670983,0.00008013906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007161524,0.0000133783,0.988645,0.00007535076,0.00003111826,0.0001056866,0.00002840562,0.0001443947,0.0003199597,0.00004474951,0.0004783704,0.01004195],"study_design_scores_gemma":[0.000006876488,0.00004202377,0.9976426,0.00004417901,0.00007016233,0.0005867447,0.00007921008,0.0002890234,0.0000988853,0.0001029894,0.001032834,0.00000443753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858353,0.00919894,0.0003619817,0.0004829703,0.00002460839,0.00001978462,0.001447839,0.00001961875,0.002609072],"genre_scores_gemma":[0.9975879,0.00137915,0.0001657073,0.00002504547,0.0000324866,0.000005715194,0.0005279116,0.00000281616,0.0002733332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006296006,"threshold_uncertainty_score":0.0125187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106810703376933,"score_gpt":0.3193550313719843,"score_spread":0.2782869243382149,"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."}}