{"id":"W2809497886","doi":"10.1002/lary.27250","title":"Immediate versus delayed reconstruction of head and neck cutaneous melanoma","year":2018,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Head and neck; Surgery; Melanoma; Stage (stratigraphy); Odds ratio; Internal medicine","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":[0.0002018303,0.0003457928,0.001234371,0.0001795351,0.0001058574,0.00002346796,0.000158236,0.0002353419,0.0002875865],"category_scores_gemma":[0.00006949667,0.0002214725,0.0002729093,0.0002710789,0.0002337605,0.00003157543,0.0001390776,0.0003372789,0.0002169762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000988648,"about_ca_system_score_gemma":0.0001263256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009910571,"about_ca_topic_score_gemma":0.00008394585,"domain_scores_codex":[0.9984211,0.0001290628,0.0005837311,0.0003732232,0.000231487,0.0002614053],"domain_scores_gemma":[0.9986759,0.000165726,0.0003946782,0.0005697259,0.00007159795,0.0001223521],"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":[0.0007550151,0.00004106855,0.000002492349,0.00406735,0.0008739848,0.0001252589,0.00006770091,5.217723e-8,0.00000523172,0.00006077852,0.001776273,0.9922248],"study_design_scores_gemma":[0.0009621743,0.001710871,0.000004722516,0.003657355,0.002634563,0.007069093,0.00003935107,0.00001535767,0.000012742,0.00002353996,0.9836702,0.0002000522],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005729049,0.9809182,0.00001010744,0.0001122703,0.001822577,0.00133702,0.00003404227,0.00008227926,0.009954398],"genre_scores_gemma":[0.0002995555,0.9965525,0.0002476934,0.00006444319,0.0005265402,0.00004258014,0.00004778435,0.00005875256,0.002160206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920247,"threshold_uncertainty_score":0.9031388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376105114610962,"score_gpt":0.3099006953618904,"score_spread":0.2722901839007942,"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."}}