{"id":"W4238736514","doi":"10.1200/jco.2004.22.14_suppl.7557","title":"Malignant melanoma in the first three decades of life: A report from the U.S. Surveillance, Epidemiology and End Results (SEER) Program","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Surveillance, Epidemiology, and End Results; Medicine; Epidemiology; Melanoma; Demography; Gerontology; Oncology; Internal medicine; Cancer registry; Cancer research","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":[0.0008135185,0.0002969225,0.0002812805,0.001474714,0.0001991119,0.0003160531,0.0003143541,0.0002429485,0.0007957428],"category_scores_gemma":[0.001079212,0.0001704838,0.0003806754,0.001910239,0.00008650055,0.0002723578,0.0003510855,0.0003347132,0.0003463607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004180575,"about_ca_system_score_gemma":0.0009819411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03410332,"about_ca_topic_score_gemma":0.03560148,"domain_scores_codex":[0.9996146,0.00007226098,0.00005832557,0.00005657325,0.0001452102,0.00005297573],"domain_scores_gemma":[0.9990261,0.0001122828,0.000369255,0.00003602758,0.0002882032,0.0001680978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003048009,0.0000358984,0.9871438,0.00007242437,0.00005988453,0.0001219022,0.00007602309,0.00007940838,0.00008389445,0.00002614608,0.00622351,0.006046509],"study_design_scores_gemma":[0.000008172579,0.00003083514,0.9960962,0.00007405167,0.000038651,0.0003206957,0.0001428128,0.0002110242,0.0000665519,0.00001494709,0.002991798,0.000004210428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011022,0.00861768,0.0007776535,0.0009361226,0.0001294076,0.0003067256,0.07916795,0.00008679261,0.008875476],"genre_scores_gemma":[0.941513,0.008292195,0.0007947261,0.0006090112,0.0001121469,0.0002237483,0.04708802,0.00001623105,0.001350962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03410332,"threshold_uncertainty_score":0.06780964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219164580744302,"score_gpt":0.4323822179068341,"score_spread":0.3104657598324038,"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."}}