{"id":"W4324141338","doi":"10.3390/curroncol30030256","title":"Conventional versus Reduced-Frequency Follow-Up in Early-Stage Melanoma Survivors: A Systematic Review with Meta-Analysis","year":2023,"lang":"en","type":"review","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; Meta-analysis; Regimen; Melanoma; Stage (stratigraphy); Randomized controlled trial; Internal medicine; Cohort; Clinical trial; Confidence interval; Oncology; Surgery","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01278428,0.002377634,0.01798757,0.005594998,0.0005806894,0.002781177,0.001718744,0.002076318,0.003146227],"category_scores_gemma":[0.02824986,0.001331881,0.04058407,0.005685328,0.0005844153,0.001971315,0.001274826,0.001907983,0.0002538578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475409,"about_ca_system_score_gemma":0.002990228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006203541,"about_ca_topic_score_gemma":0.01482452,"domain_scores_codex":[0.9920644,0.004192474,0.001972068,0.000760155,0.0007392344,0.0002716477],"domain_scores_gemma":[0.9823052,0.01345783,0.002456552,0.0004968231,0.001059285,0.0002243896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003633821,0.00004491703,0.003526724,0.353003,0.6242517,0.0001364975,0.00009268602,0.0005806574,0.0002303591,0.0001404212,0.0005232482,0.01383607],"study_design_scores_gemma":[0.000606,0.0002158635,0.002541056,0.02082183,0.9742016,0.00006847992,0.0000372811,0.0001687215,0.00008151316,0.0001473189,0.001090398,0.0000199048],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005377367,0.9931155,0.0004574037,0.0001715524,0.0001175299,0.0002509077,0.000317876,0.00001839338,0.000173538],"genre_scores_gemma":[0.1887431,0.8049031,0.002850442,0.00107104,0.0002885532,0.001074351,0.0007255182,0.0000315093,0.0003123297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9820125,"threshold_uncertainty_score":0.0676105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3081275746858555,"score_gpt":0.447207207250922,"score_spread":0.1390796325650665,"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."}}