{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007727445,0.0001113363,0.001229263,0.0005871915,0.0000209562,0.000004203008,0.0002004403,0.00005623987,0.0001341358],"category_scores_gemma":[0.001296665,0.00006768056,0.0001673489,0.0004883728,0.0005543934,0.00006159712,0.000145936,0.0001759646,0.000006934406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003834006,"about_ca_system_score_gemma":0.00006499436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003470021,"about_ca_topic_score_gemma":0.00003911323,"domain_scores_codex":[0.9978296,0.0003156143,0.001296007,0.0002289863,0.0001636773,0.0001661515],"domain_scores_gemma":[0.997536,0.0007837645,0.000948007,0.0005035808,0.0000818064,0.0001468156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003358579,0.0002290846,0.9403777,0.00002152599,0.0003541133,0.007166075,0.00006915265,0.000004275744,0.00183345,0.00004221739,0.0002271974,0.04933942],"study_design_scores_gemma":[0.003530222,0.003961137,0.9120667,0.0001433539,0.00524391,0.05319911,0.001997494,0.0003603241,0.000299256,0.00003916928,0.01888934,0.0002699903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955978,0.0005959169,0.001714193,0.001754662,0.0001511709,0.00008078423,0.00001216015,0.000006786273,0.00008655565],"genre_scores_gemma":[0.9968025,0.001175885,0.001223163,0.0006541397,0.00003911351,0.000001023956,0.000003160676,0.000007971846,0.00009303666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04906943,"threshold_uncertainty_score":0.2759933,"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."}}