{"id":"W2079633817","doi":"10.1053/clon.2001.0050","title":"Repeated AFP Surge: An Unusual and Potentially Misleading Tumour Marker Phenomenon","year":2002,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Phenomenon; Pathology; Epistemology","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":[0.0003795747,0.0001464441,0.0005383771,0.00005192778,0.00006984173,0.00001375631,0.00005622237,0.0002170102,0.0006652756],"category_scores_gemma":[0.0007406405,0.0001186618,0.0001398662,0.00009376716,0.0001827666,0.00005737241,0.00005221509,0.0002260591,0.0001344148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000671378,"about_ca_system_score_gemma":0.00008992657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002388435,"about_ca_topic_score_gemma":0.0000135214,"domain_scores_codex":[0.9983798,0.0002414402,0.0005342684,0.0004343649,0.0001266764,0.0002834213],"domain_scores_gemma":[0.9985729,0.0003896627,0.0001564792,0.0002541578,0.0000751041,0.0005517341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008517547,0.00500623,0.6153504,0.00004670581,0.0004313602,0.003947274,0.00007568447,0.000001271863,0.0004191444,0.0001192997,0.002974117,0.3707767],"study_design_scores_gemma":[0.006376507,0.004374763,0.9713286,0.00004271797,0.0007126332,0.0002868254,0.00005801698,0.001187944,0.00001340886,0.0001407585,0.01531738,0.0001605082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894873,0.001172304,0.00003325288,0.001731296,0.0003497779,0.0002586042,0.000006833138,0.00008887937,0.006871749],"genre_scores_gemma":[0.9947605,0.0002775979,0.001210162,0.001194237,0.0003442738,0.00001029207,0.00003859923,0.00002475708,0.00213963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706162,"threshold_uncertainty_score":0.72843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198389299690555,"score_gpt":0.4159069794354935,"score_spread":0.2960680494664381,"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."}}