{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001603435,0.0001440064,0.0004453306,0.0002012426,0.000008424971,0.000002243149,0.000102941,0.0000850252,0.0002602812],"category_scores_gemma":[0.0002014864,0.0001354697,0.00008630102,0.0001736395,0.00009776329,0.00005845521,0.00005853309,0.0001230219,0.00001521555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009290316,"about_ca_system_score_gemma":0.00057907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01958364,"about_ca_topic_score_gemma":0.002007209,"domain_scores_codex":[0.9987509,0.00004463894,0.0004316182,0.000226847,0.0003577004,0.000188263],"domain_scores_gemma":[0.9991406,0.00006921415,0.00019209,0.0003056729,0.0001662419,0.0001261916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0143632,0.002239448,0.1435319,0.002002491,0.0007796674,0.00398327,0.009717421,0.0008896475,0.1821636,0.00318951,0.4862003,0.1509396],"study_design_scores_gemma":[0.0117555,0.003773448,0.2219445,0.0005596495,0.0004287248,0.0003041449,0.003618761,0.0005264684,0.01851901,0.0002196943,0.7376919,0.0006581284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799477,0.002747682,0.00002548177,0.0001452177,0.002003025,0.0003838063,0.00003585788,0.00003648602,0.01467476],"genre_scores_gemma":[0.9921945,0.0002249203,0.0002411561,0.0003974428,0.0002098634,0.00004083929,0.00001206327,0.00002178096,0.006657408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2514916,"threshold_uncertainty_score":0.986945,"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."}}