{"id":"W4385230010","doi":"10.1177/12034754231188434","title":"Surveillance After a Previous Cutaneous Melanoma Diagnosis: A Scoping Review of Melanoma Follow-Up Guidelines","year":2023,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; University of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Melanoma; MEDLINE; Sentinel lymph node; Skin cancer; Dermatology; Cancer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002592996,0.0009942377,0.009817339,0.00160108,0.00008877095,0.00003259317,0.0003149413,0.0004440848,0.0006016933],"category_scores_gemma":[0.006903557,0.000671657,0.00206907,0.001140502,0.000258833,0.0000833253,0.0001626119,0.0008675602,0.00003767331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194501,"about_ca_system_score_gemma":0.001219874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004061708,"about_ca_topic_score_gemma":0.00005611803,"domain_scores_codex":[0.9904372,0.0005268838,0.006193507,0.0006619022,0.001530163,0.0006503809],"domain_scores_gemma":[0.9892007,0.003874025,0.004206836,0.0008188987,0.001287108,0.0006124128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003252481,0.0000862157,0.0002439076,0.4135356,0.00149337,0.03060835,0.00007737866,2.48709e-7,8.254495e-7,0.000002335487,0.05355664,0.5000699],"study_design_scores_gemma":[0.0003182073,0.0006949255,0.000003007366,0.4921002,0.003258488,0.1015943,0.00004217248,0.000001813817,8.17556e-7,0.000008123782,0.4016813,0.0002965753],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003887263,0.9926859,0.00001923536,0.001636035,0.002631777,0.0021982,0.00003231423,0.00008621559,0.0003215607],"genre_scores_gemma":[0.0001167388,0.9940827,0.0001152958,0.001688192,0.001871043,0.0001595889,0.0000421091,0.0001926339,0.001731623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4997733,"threshold_uncertainty_score":0.9995735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09357447385445126,"score_gpt":0.3694167382037959,"score_spread":0.2758422643493446,"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."}}