{"id":"W2468542738","doi":"10.1097/dad.0000000000000483","title":"Cellular Blue Nevomelanocytic Lesions: Analysis of Clinical, Histological, and Outcome Data in 37 Cases","year":2016,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Biopsy; Atypia; Pathology; Cytology; Sentinel node; Cytopathology; Mitotic index; Melanoma; Mitosis; Biology; Internal medicine; Cancer; Breast cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004494581,0.0003151643,0.0003935938,0.001007424,0.0004898802,0.0003436161,0.0002659423,0.0002679295,0.0005613233],"category_scores_gemma":[0.001354718,0.0002632549,0.0002590004,0.000615093,0.0004455014,0.0002480933,0.0005117315,0.0002311377,0.0001675838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006418772,"about_ca_system_score_gemma":0.0003993825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004599488,"about_ca_topic_score_gemma":0.004489964,"domain_scores_codex":[0.9996096,0.00005238445,0.00003973359,0.0000961691,0.00009247856,0.0001096213],"domain_scores_gemma":[0.9992726,0.0001652932,0.0002183336,0.00009899163,0.00008745801,0.000157327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001142292,0.00004073608,0.99189,0.000009940361,0.00001820804,0.003615716,0.0001769048,0.00008725293,0.001140233,0.00001762089,0.00003691679,0.002852272],"study_design_scores_gemma":[0.00001767132,0.000248751,0.9857582,0.000007761583,0.0000291212,0.01207593,0.000454455,0.0003616718,0.0006398848,0.00005107314,0.0003457313,0.000009830481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997421,0.00008388593,0.00004546927,0.000003463192,8.616151e-7,0.000005494329,0.00003028185,0.000001394243,0.00008697313],"genre_scores_gemma":[0.9996315,0.00005494887,0.00008122373,0.000003438427,0.000002617405,0.000008185279,0.000152763,0.000001149585,0.00006406842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004599488,"threshold_uncertainty_score":0.009145439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08853594135806812,"score_gpt":0.3802478143666471,"score_spread":0.2917118730085789,"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."}}