{"id":"W2063403309","doi":"10.3747/co.v16i3.447","title":"Adjuvant Interferon Alfa for Melanoma: New Evidence-Based Treatment Recommendations?","year":2009,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Melanoma; Adjuvant; Skin cancer; Dermatology; Interferon alfa; Alpha interferon; Cancer; Oncology; Internal medicine; Interferon; Immunology; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001339842,0.000175533,0.000362854,0.0001770579,0.00007741115,0.000015848,0.00007340214,0.00007950798,0.0006449026],"category_scores_gemma":[0.0001068616,0.0001440527,0.0001543135,0.0001090146,0.00002346644,0.0000530525,0.00001442839,0.0001036059,0.0001069869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009222516,"about_ca_system_score_gemma":0.0002926704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000177168,"about_ca_topic_score_gemma":0.00004599332,"domain_scores_codex":[0.9989489,0.00005766734,0.0003169432,0.0003195867,0.0000967867,0.0002600647],"domain_scores_gemma":[0.9991766,0.0001768885,0.0001122895,0.0002605884,0.00007851869,0.0001951738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001143312,0.0009204289,0.0001838944,0.00002848283,0.00003938753,0.0000164173,0.0001210403,0.000004034883,0.0006778978,0.0002500183,0.07801431,0.9186008],"study_design_scores_gemma":[0.004178205,0.01758782,0.0007099983,0.0001978308,0.0002609416,0.00007576583,0.00007661498,0.0009601797,0.001945598,0.000259131,0.9736118,0.0001361346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2819614,0.02581123,0.1704251,0.4689359,0.02242529,0.01356976,0.00007502985,0.001141029,0.01565527],"genre_scores_gemma":[0.9739231,0.002154507,0.007725188,0.003853119,0.00153487,0.0003434499,0.0003310386,0.00003465361,0.01010008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9184647,"threshold_uncertainty_score":0.7061232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2436100318183983,"score_gpt":0.443694474201031,"score_spread":0.2000844423826326,"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."}}