{"id":"W2000201423","doi":"10.3747/co.21.1768","title":"Clinical Manifestations in Patients with Alpha-Fetoprotein–Producing Gastric Cancer","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Alpha (finance); Alpha-fetoprotein; Internal medicine; Bioinformatics; Surgery; Biology; Hepatocellular carcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001181241,0.0001068186,0.0002496801,0.0000839321,0.00003441584,0.000004182238,0.00004246594,0.00004871376,0.0001091328],"category_scores_gemma":[0.0001843901,0.00007836989,0.00004857769,0.0001217611,0.00005628484,0.00003429404,0.00002365764,0.0001694739,0.00004458028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695891,"about_ca_system_score_gemma":0.0002085117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007419349,"about_ca_topic_score_gemma":0.00009641676,"domain_scores_codex":[0.9990028,0.00009246813,0.0002573319,0.0003014978,0.0001360288,0.0002098344],"domain_scores_gemma":[0.9993458,0.0000792746,0.0001140441,0.0002068878,0.0001016013,0.0001523387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001300391,0.001830961,0.7682239,0.00003724178,0.00002872242,0.00001861344,0.00002844823,0.000007584204,6.694918e-7,0.00002740459,0.0001699744,0.2294965],"study_design_scores_gemma":[0.006357773,0.001416681,0.9860301,0.0001429589,0.0001967291,0.000006682781,0.000008454777,0.0001243081,0.000001503584,0.00004099815,0.005600066,0.00007377228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974156,0.0007362,0.0002800078,0.0002831743,0.0004675725,0.0005596559,0.000009750989,0.00002420735,0.0002238447],"genre_scores_gemma":[0.998651,0.00006448683,0.000749591,0.0001039616,0.0001859409,0.0001140876,0.00008187649,0.00001353317,0.00003552966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2294227,"threshold_uncertainty_score":0.3195831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07905245152948942,"score_gpt":0.4342127470920719,"score_spread":0.3551602955625824,"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."}}