{"id":"W28566760","doi":"10.1001/jamasurg.2013.303a","title":"Image of the Month—Quiz Case","year":2013,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; MEDLINE; General surgery; Dermatology; Artificial intelligence","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":[0.0002842815,0.0005695451,0.0004986362,0.001059215,0.002235813,0.001433524,0.001006745,0.009482116,0.02700599],"category_scores_gemma":[0.004026718,0.0003107076,0.0009498495,0.0004740154,0.0008451911,0.001687591,0.0008516415,0.006018083,0.003737504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985179,"about_ca_system_score_gemma":0.0009413191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006246898,"about_ca_topic_score_gemma":0.01098146,"domain_scores_codex":[0.9997663,0.00002944053,0.00001677074,0.00003219116,0.00007196603,0.00008330907],"domain_scores_gemma":[0.9994631,0.0001351345,0.00005533663,0.00001863904,0.0001142886,0.0002135431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001378322,0.0001485008,0.002666971,0.00008235384,0.00002385267,0.2459082,0.0002341615,0.0002600772,0.0003224328,0.004538778,0.7356669,0.01000983],"study_design_scores_gemma":[0.0001278615,0.0001770891,0.008347701,0.0004304616,0.00004512507,0.4025753,0.001540825,0.001744556,0.0005224979,0.01056269,0.5738282,0.00009758092],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02164072,0.006487825,0.001177904,0.7461876,0.08733145,0.0001720898,0.00058588,0.0002457067,0.1361708],"genre_scores_gemma":[0.3103492,0.009559357,0.00259951,0.3380529,0.1322597,0.0001426231,0.0005277477,0.0003001361,0.206209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02700599,"threshold_uncertainty_score":0.09034407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702285107607649,"score_gpt":0.2488691874890611,"score_spread":0.2318463364129846,"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."}}