{"id":"W4366975238","doi":"10.3390/curroncol30050335","title":"Not Waiting to Progress; How the COVID-19 Pandemic Nudged Neoadjuvant Therapy for Stage III Locally Advanced Melanoma Patients","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nivolumab; Ipilimumab; Neoadjuvant therapy; Stage (stratigraphy); Melanoma; Surgery; Adverse effect; Internal medicine; Biopsy; Population; Tolerability; Sentinel node; Oncology; Immunotherapy; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009583904,0.0001043314,0.000139066,0.0001021315,0.0004721752,0.0006523638,0.0001405719,0.0004345795,0.001019154],"category_scores_gemma":[0.002682422,0.00005495338,0.0001539098,0.0001315685,0.0003511554,0.0005510831,0.0002118429,0.0005403262,0.0001913253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102178,"about_ca_system_score_gemma":0.0004526167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004210243,"about_ca_topic_score_gemma":0.001919372,"domain_scores_codex":[0.999726,0.00016469,0.00002206914,0.00002025314,0.00002828615,0.00003872089],"domain_scores_gemma":[0.99934,0.0002072705,0.0002193612,0.0000262477,0.00004423135,0.0001629795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001312311,0.0002704793,0.7192584,0.0004255835,0.00006486793,0.04009919,0.002688115,0.0008435885,0.006185587,0.002532534,0.01361683,0.2127026],"study_design_scores_gemma":[0.0002806995,0.006627905,0.4680972,0.001760242,0.0002541324,0.3495762,0.01214578,0.00504086,0.005449037,0.005388351,0.1452765,0.0001032484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605966,0.01059959,0.001157226,0.01427922,0.0004063025,0.00007354522,0.00004828487,0.00002174986,0.01281748],"genre_scores_gemma":[0.9948462,0.002228014,0.0006409661,0.001347412,0.0002504976,0.00001736591,0.00002861934,0.000005550737,0.0006354491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001019154,"threshold_uncertainty_score":0.005068481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432904304414801,"score_gpt":0.4100703404594146,"score_spread":0.2667799100179345,"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."}}