{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004693551,0.0002128281,0.0001755977,0.001431203,0.0002376131,0.0003970128,0.000169944,0.000222578,0.001950651],"category_scores_gemma":[0.0009799611,0.00009504105,0.0001372537,0.0007847871,0.0002360262,0.0001754332,0.0001795586,0.0001801506,0.0005005663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669565,"about_ca_system_score_gemma":0.0002529026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077692,"about_ca_topic_score_gemma":0.0008607911,"domain_scores_codex":[0.9998463,0.00002984675,0.00001855547,0.00003562995,0.00005510754,0.00001444743],"domain_scores_gemma":[0.9995754,0.0001374934,0.000117831,0.00003508451,0.0000990836,0.00003500707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001537328,0.000155603,0.8379584,0.0003620037,0.0001356061,0.001463928,0.0002628454,0.00153182,0.1193728,0.0004035118,0.0005205989,0.03629555],"study_design_scores_gemma":[0.00002308719,0.0003727018,0.9446107,0.00002818289,0.0001358993,0.005743615,0.0002621102,0.00149704,0.04179818,0.0004207618,0.005093353,0.00001439405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918907,0.003496183,0.001265317,0.00005073052,0.00001578675,0.0000469438,0.0006728023,0.00005049223,0.00251105],"genre_scores_gemma":[0.9968032,0.0008737585,0.0008580601,0.00002074234,0.00001040424,0.00005705181,0.0007090851,0.000004918063,0.0006628289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001950651,"threshold_uncertainty_score":0.006525576,"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."}}