{"id":"W3037246617","doi":"10.1097/prs.0000000000000578","title":"Reply","year":2014,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Melanoma; Trunk; Dermatology; Population; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002446006,0.0004447245,0.00106244,0.000710525,0.00009149096,0.00004673107,0.00008721204,0.0005030664,0.002093897],"category_scores_gemma":[0.00154704,0.0004143653,0.0005021453,0.0002104199,0.0002194989,0.00004084824,0.00005372923,0.00154244,0.001075426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201405,"about_ca_system_score_gemma":0.0002259644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003667907,"about_ca_topic_score_gemma":0.000002085584,"domain_scores_codex":[0.9975519,0.000122966,0.000598924,0.0007392333,0.0004685763,0.0005184334],"domain_scores_gemma":[0.9950345,0.003686453,0.0003664092,0.0006054484,0.0001672985,0.0001398866],"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":[0.00009540851,0.00001596236,0.001431012,0.0004133272,0.0003834498,0.002842922,0.00001065327,4.363496e-7,0.0000157284,0.00001045295,0.977344,0.01743663],"study_design_scores_gemma":[0.0002332547,0.00008004785,0.000652519,0.0004301066,0.0003722755,0.00884037,0.0000227324,0.00004133902,0.00007465908,0.0001261592,0.9887271,0.0003994148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02262254,0.0003595654,0.004275718,0.7779213,0.04212577,0.002069998,0.0001523376,0.001487466,0.1489853],"genre_scores_gemma":[0.01060308,0.00007041713,0.0005238316,0.9596635,0.01132693,0.0001030433,0.000408503,0.0001720604,0.01712868],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1817421,"threshold_uncertainty_score":0.9998308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075798566667461,"score_gpt":0.2269749709883022,"score_spread":0.2062169853216276,"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."}}