{"id":"W3049493328","doi":"10.33844/jibi.2020.60495","title":"Metastatic Poorly Differentiated Carcinoma of Unknown Primary Site","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Medicine","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Carcinoma; Medicine; Primary (astronomy); Oncology; Internal medicine","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":[0.0001452455,0.0001433327,0.000729927,0.0002491583,0.00003113016,0.000004824735,0.000093496,0.00003350498,0.0009500468],"category_scores_gemma":[0.0001976248,0.00009785617,0.0001358521,0.0002883134,0.0001705144,0.00004522842,0.000006573685,0.0002031439,0.000007358712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088352,"about_ca_system_score_gemma":0.001533733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005813071,"about_ca_topic_score_gemma":0.002943178,"domain_scores_codex":[0.998751,0.0000402754,0.0005682411,0.0001171126,0.0003070961,0.0002162924],"domain_scores_gemma":[0.9978123,0.00006740328,0.0002986846,0.0001359598,0.0002821624,0.001403522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008758089,0.0002998986,0.7395802,0.001299856,0.00203834,0.01137807,0.009000156,0.00002391748,0.01132942,0.0005000642,0.182329,0.04134536],"study_design_scores_gemma":[0.01435938,0.006108801,0.9299133,0.001343441,0.002400178,0.0008640491,0.0004421907,0.00006582534,0.002264394,0.00007201033,0.04199845,0.0001679066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399194,0.01082878,0.0000651235,0.04736904,0.0002866696,0.0001883648,0.00003155176,0.000004030248,0.001307017],"genre_scores_gemma":[0.9947678,0.0001711695,0.0001637036,0.004330359,0.0004049802,0.000001784255,0.00002932684,0.0000185758,0.0001122947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903332,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527773795627127,"score_gpt":0.2520520234147507,"score_spread":0.2167742854584795,"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."}}