{"id":"W2015426844","doi":"10.1097/00000372-200202000-00001","title":"Nevus Cells in Lymph Nodes","year":2002,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Lymph; Nevus; Medicine; Melanoma; Pathology; Dermatology; Cancer research","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":[],"consensus_categories":[],"category_scores_codex":[0.0001244443,0.00008703164,0.0003725014,0.0003286507,0.00001812729,0.000006788995,0.00007579373,0.00002692152,0.0002359994],"category_scores_gemma":[0.0000318911,0.00007404083,0.00009100252,0.0002330748,0.0001339785,0.00003834389,0.00002050717,0.0001666731,0.00008695885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006250659,"about_ca_system_score_gemma":0.00001614066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000971381,"about_ca_topic_score_gemma":0.000001669208,"domain_scores_codex":[0.9991313,0.00008408235,0.000377573,0.00009293753,0.0001313016,0.0001827976],"domain_scores_gemma":[0.9994185,0.00003972245,0.0002552506,0.000130665,0.00005181543,0.0001040722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005430236,0.001126789,0.4349467,0.0000765599,0.0001249642,0.05766571,0.002866321,0.0001646485,0.05458801,0.0002415506,0.006019451,0.4416363],"study_design_scores_gemma":[0.006496096,0.002935972,0.1844796,0.0002064302,0.000259639,0.7096928,0.005294266,0.001468229,0.01011507,0.0001886831,0.07837112,0.0004920689],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914448,0.0002286625,0.0004483197,0.002265986,0.0003058698,0.00005792633,5.499606e-7,0.00001344689,0.005234427],"genre_scores_gemma":[0.9955437,0.0002913736,0.001379989,0.002257588,0.00009081374,0.000001407543,1.797193e-7,0.00001148288,0.0004234568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520271,"threshold_uncertainty_score":0.3019297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003937675156112,"score_gpt":0.2335744871913037,"score_spread":0.2235351104397426,"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."}}