{"id":"W2031996219","doi":"10.1002/cncr.0679","title":"Molecular pathology parameters in human nasopharyngeal carcinoma","year":2002,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Nasopharyngeal carcinoma; Carcinoma; Pathology; Internal medicine; Radiation therapy","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":[0.00004038934,0.00009871605,0.0002757698,0.00007020236,0.00003399754,0.000003178115,0.00004460103,0.00005702769,0.0003333106],"category_scores_gemma":[0.00001452616,0.00008858243,0.00005160749,0.0001293876,0.0000740716,0.00002271739,0.00002184396,0.0001443121,0.00002358836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275712,"about_ca_system_score_gemma":0.00001959537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001610672,"about_ca_topic_score_gemma":0.00008111837,"domain_scores_codex":[0.9992867,0.00002233532,0.0001394318,0.000210978,0.00009373736,0.0002468702],"domain_scores_gemma":[0.999707,0.0000118758,0.00002247526,0.0001617397,0.00002395794,0.00007294794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000173432,0.0004332789,0.7631524,0.0003595236,0.0001647709,0.008126496,0.006139376,0.00010904,0.1301301,0.0007994937,0.03481113,0.05560098],"study_design_scores_gemma":[0.01060107,0.001474367,0.868342,0.0004368159,0.0001999204,0.0001806357,0.0003583226,0.0007930896,0.08960883,0.0002924558,0.02698133,0.0007311543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762807,0.0113515,0.000003132439,0.001688881,0.0001723164,0.0001511674,0.000004091695,0.00002551966,0.01032271],"genre_scores_gemma":[0.9964868,0.0003397308,0.00006465406,0.002371213,0.0000749531,0.0001027408,0.000002229644,0.00001501935,0.0005426377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051896,"threshold_uncertainty_score":0.3649518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433419524811377,"score_gpt":0.3136814987772674,"score_spread":0.2703395462961297,"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."}}