{"id":"W2909995331","doi":"10.14740/jmc.v10i1.3172","title":"Metachronous and Synchronous Multiple Primary Carcinomas in an Elderly","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Epiglottis; Population; Carcinoma; Primary tumor; Internal medicine; Oncology; Larynx; Surgery; Metastasis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007100282,0.0001401438,0.0006188067,0.000204685,0.00002456044,0.0000193944,0.0001433568,0.0001553965,0.001153994],"category_scores_gemma":[0.0003819787,0.0001039933,0.0001044178,0.00009756756,0.00009897996,0.0002801364,0.00004188042,0.0005958382,0.00000881699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075135,"about_ca_system_score_gemma":0.001042882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001849455,"about_ca_topic_score_gemma":0.0001594333,"domain_scores_codex":[0.9981112,0.00009193923,0.0005576095,0.0001785406,0.0008240667,0.0002366619],"domain_scores_gemma":[0.9986266,0.00038574,0.0001780273,0.0001848349,0.00008764478,0.0005371545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925203,0.000680124,0.7462333,0.0006243502,0.0001479262,0.01436916,0.0009373563,0.00001965645,0.004987766,0.00002293479,0.001407409,0.2286448],"study_design_scores_gemma":[0.01968835,0.01139695,0.9191212,0.0007300843,0.0002455987,0.02553044,0.001408883,0.002148673,0.0008262438,0.00002793733,0.01851013,0.0003654784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913335,0.006293799,0.00003391364,0.001266701,0.0003147795,0.0001862509,0.00000432158,0.000008780602,0.0005579611],"genre_scores_gemma":[0.9965762,0.000604098,0.0005949862,0.001759742,0.0003584461,0.000001915311,0.00000833602,0.00001703402,0.00007919908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2282793,"threshold_uncertainty_score":0.9997591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225630320166297,"score_gpt":0.290213070164367,"score_spread":0.267956766962704,"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."}}