{"id":"W4406442081","doi":"10.1016/j.ysur.2015.03.172","title":"10.1016/j.ysur.2015.03.172","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sentinel lymph node; Biopsy; Melanoma; Lymph; Dermatology; Radiology; General surgery; Internal medicine; Pathology; Cancer; Cancer research","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006647342,0.001120466,0.0005013415,0.001789805,0.0008330354,0.002369903,0.0008433404,0.002864718,0.8578743],"category_scores_gemma":[0.001473749,0.0003827545,0.0006025938,0.0006828894,0.0007912604,0.002100404,0.001055205,0.001371196,0.7677478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000745836,"about_ca_system_score_gemma":0.001121568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153808,"about_ca_topic_score_gemma":0.001933622,"domain_scores_codex":[0.9997239,0.00002664718,0.00002852485,0.00007942878,0.00007392183,0.00006764571],"domain_scores_gemma":[0.9992052,0.0001618699,0.0001297778,0.0000444955,0.0001624047,0.0002962995],"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":[0.0002895913,0.0003584056,0.01064966,0.0006381772,0.00004820362,0.00075212,0.0001327341,0.0002274867,0.0007252152,0.003748287,0.2280989,0.7543312],"study_design_scores_gemma":[0.0001112174,0.0002655139,0.01344301,0.001955567,0.00009943125,0.00918611,0.0006201922,0.0006335065,0.0008080552,0.007627615,0.9651999,0.00004974643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01189228,0.02596014,0.003592185,0.01152451,0.003805772,0.000178728,0.003661363,0.001983997,0.9374011],"genre_scores_gemma":[0.03978048,0.0108471,0.00287211,0.00348151,0.001579382,0.0001351045,0.002218843,0.0003993682,0.938686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1421257,"threshold_uncertainty_score":0.202725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006408118268218595,"score_gpt":0.1963860022881906,"score_spread":0.189977884019972,"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."}}