{"id":"W2112227821","doi":"10.1001/archderm.141.4.440","title":"Detection of Lymphatic Invasion in Primary Melanoma With Monoclonal Antibody D2-40","year":2005,"lang":"en","type":"article","venue":"Archives of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Lymphatic system; Pathology; Immunostaining; Medicine; Lymphovascular invasion; Melanoma; H&E stain; Lymphatic Endothelium; Lymphatic vessel; Staining; Immunohistochemistry; Cancer; Metastasis; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006291572,0.0002944514,0.0002023616,0.001109122,0.0002495171,0.0003416681,0.0002052665,0.0003570318,0.001630622],"category_scores_gemma":[0.001555047,0.0002905157,0.00014592,0.0004762665,0.0004327818,0.000333275,0.0002429988,0.0002033924,0.0003381008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239621,"about_ca_system_score_gemma":0.0001836619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006293242,"about_ca_topic_score_gemma":0.001117042,"domain_scores_codex":[0.9996117,0.00007844694,0.00003761029,0.00007541995,0.0001191728,0.00007765273],"domain_scores_gemma":[0.9991165,0.0002682304,0.0003305302,0.00007188216,0.0001203952,0.00009252378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003133761,0.00009365837,0.9406711,0.0001251776,0.00003888558,0.008264952,0.0001248123,0.00006944061,0.04376998,0.00002356834,0.0001201027,0.006384882],"study_design_scores_gemma":[0.00003618912,0.0006681408,0.9210282,0.00002433193,0.00007341745,0.06596612,0.0002179313,0.0003885265,0.01073047,0.00003399763,0.0008261228,0.000006576075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986373,0.0005427404,0.000246039,0.0000105458,0.000004551179,0.00001148701,0.00002942656,0.000008932839,0.0005089917],"genre_scores_gemma":[0.9994044,0.0001806707,0.0002430428,0.000007240184,0.0000076037,0.000005629,0.00004005037,0.000001453107,0.0001099013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001630622,"threshold_uncertainty_score":0.005455017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007457637321715681,"score_gpt":0.2347097646277599,"score_spread":0.2272521273060442,"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."}}