{"id":"W565350697","doi":"10.1007/s10689-015-9820-1","title":"High accuracy of family history of melanoma in Danish melanoma cases","year":2015,"lang":"en","type":"article","venue":"Familial Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Rigshospitalet; AGE-WELL","keywords":"Danish; Melanoma; Epidemiology; Family history; Medicine; Human genetics; Family medicine; Dermatology; Internal medicine; Biology; Genetics; Cancer research; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002278009,0.0002705818,0.0003658393,0.00266498,0.000845396,0.001211816,0.0006917861,0.000812261,0.003860205],"category_scores_gemma":[0.01524622,0.0005247851,0.0007110962,0.0009955604,0.0004288723,0.0006805508,0.0008368679,0.0004322248,0.0004312077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007115097,"about_ca_system_score_gemma":0.0005262782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02644929,"about_ca_topic_score_gemma":0.02520604,"domain_scores_codex":[0.9972703,0.000990324,0.0004247111,0.0005934791,0.0003814618,0.00033973],"domain_scores_gemma":[0.9910335,0.005058419,0.00157525,0.001001303,0.000834118,0.0004974817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006886858,0.000009208004,0.9968233,0.00003280209,0.00005149078,0.0002828514,0.0001984597,0.00009970037,0.0002490997,0.00004312901,0.0001691497,0.001972065],"study_design_scores_gemma":[0.000005109165,0.00002851958,0.9951714,0.00007356668,0.00009493482,0.00235936,0.0005501817,0.0005000498,0.0002924218,0.00007992087,0.0008346698,0.000009882006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917768,0.00303963,0.0003995229,0.0001802578,0.00007279391,0.000005924278,0.001075879,0.00001660098,0.003432598],"genre_scores_gemma":[0.9988226,0.0003322493,0.0001549404,0.00001994287,0.000008021368,0.000002091972,0.0003700293,0.000003144552,0.0002869201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02644929,"threshold_uncertainty_score":0.05259067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05503810425799051,"score_gpt":0.2943457405593715,"score_spread":0.239307636301381,"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."}}