{"id":"W2058330724","doi":"10.1097/01.dad.0000181545.89077.8c","title":"Structural Correlations Between Dermoscopic Features of Cutaneous Melanomas and Histopathology Using Transverse Sections","year":2006,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Histopathology; Depigmentation; Pathology; Melanoma; Reticular Dermis; Axilla; Superficial spreading melanoma; Dermis; Vellus hair; Dermatology; 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":[0.0009107045,0.000265974,0.0001529561,0.001930022,0.000239007,0.0004825076,0.000150182,0.0001766041,0.001860435],"category_scores_gemma":[0.002142069,0.0002996886,0.0001486184,0.0005435318,0.0003033107,0.0004411032,0.0003865578,0.0002270299,0.0004332631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140118,"about_ca_system_score_gemma":0.0001333277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008104545,"about_ca_topic_score_gemma":0.001381111,"domain_scores_codex":[0.9995621,0.00007988415,0.00007469485,0.0001217852,0.0001185284,0.00004296025],"domain_scores_gemma":[0.9973192,0.00053735,0.0008527361,0.0003323581,0.0007111741,0.0002472782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007286397,0.00005231193,0.6784113,0.00008958205,0.0001046032,0.001435677,0.0003385688,0.0003534797,0.3102927,0.0001249643,0.00008565532,0.007982607],"study_design_scores_gemma":[0.000004445199,0.0002062513,0.9792215,0.00001144715,0.00005032472,0.003898619,0.0002346815,0.000664602,0.01515607,0.00005702777,0.0004875665,0.000007541287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953728,0.0003457126,0.002635392,0.000008228576,0.000006070874,0.00003469925,0.0001709919,0.00003954029,0.001386456],"genre_scores_gemma":[0.9965976,0.0001820398,0.002448216,0.00001000518,0.000008814635,0.00002178539,0.000279249,0.00001099471,0.0004413663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001930022,"threshold_uncertainty_score":0.006223798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020206772467699,"score_gpt":0.2545023683670822,"score_spread":0.2443003006424052,"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."}}