{"id":"W70913222","doi":"10.1148/rg.291085021","title":"Melanoma of the Gallbladder","year":2009,"lang":"en","type":"article","venue":"Radiographics","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rogers Communications (Canada); London Health Sciences Centre","funders":"","keywords":"Medicine; Melanoma; MEDLINE; Gallbladder; General surgery; Dermatology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007299082,0.00006418311,0.0001184637,0.0001258263,0.00004161785,0.000004900337,0.00007335964,0.00004253932,0.00006422434],"category_scores_gemma":[0.00001899134,0.00004167704,0.0001780344,0.0004811205,0.00005116585,0.00001240852,0.00001124763,0.00009937143,0.000003911566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009822603,"about_ca_system_score_gemma":0.00001499573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007136299,"about_ca_topic_score_gemma":0.000006164534,"domain_scores_codex":[0.999469,0.00001630375,0.0001299712,0.000094001,0.0001892788,0.0001014522],"domain_scores_gemma":[0.9995536,0.00001182555,0.00004790764,0.0003042287,0.00003664394,0.00004583809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001133399,0.002702602,0.2947539,0.0004299791,0.00163483,0.000463523,0.001953469,0.0000975838,0.1038101,0.17113,0.1523582,0.2695324],"study_design_scores_gemma":[0.001477734,0.0009107622,0.7447916,0.00008926378,0.0003287061,0.0007342626,0.000149022,0.0003041628,0.008282225,0.00196323,0.240779,0.0001899544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221201,0.0004758219,0.000342657,0.006224658,0.0004597881,0.0004917773,0.000002459345,0.00009997997,0.06978279],"genre_scores_gemma":[0.9969662,0.00009985873,0.0002126064,0.001269051,0.00006331035,0.000001674246,0.000001024999,0.000005380835,0.001380821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4500377,"threshold_uncertainty_score":0.169954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009660063254094482,"score_gpt":0.2344746971569689,"score_spread":0.2248146339028744,"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."}}