{"id":"W2469584196","doi":"10.1177/1203475416653720","title":"Digital Dermoscopy Photographs Outperform Handheld Dermoscopy in Melanoma Diagnosis","year":2016,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Melanoma; Breslow Thickness; Dermatology; Melanoma diagnosis; Lesion; Surgery; Internal medicine; Cancer","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":[0.001411214,0.0001532577,0.000196577,0.0007214607,0.0003065846,0.0006405303,0.000322411,0.001117863,0.003320063],"category_scores_gemma":[0.009506443,0.0001143363,0.000167776,0.0006077153,0.0003944916,0.00070787,0.0002377642,0.0009480791,0.0008002627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007688155,"about_ca_system_score_gemma":0.0003249057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817145,"about_ca_topic_score_gemma":0.004007015,"domain_scores_codex":[0.9989691,0.0004058941,0.0001571089,0.00008559379,0.0003099711,0.00007239485],"domain_scores_gemma":[0.9950912,0.003084348,0.0006603122,0.0001684601,0.000733156,0.00026264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008657061,0.0002424126,0.7237024,0.0005493619,0.00004304482,0.03426045,0.0005399053,0.0004142927,0.004322485,0.00104906,0.02822338,0.2057874],"study_design_scores_gemma":[0.0001260356,0.001192494,0.5867203,0.001151555,0.0001133486,0.3303249,0.00150404,0.003673195,0.005373184,0.001810403,0.06797116,0.0000392626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8384287,0.03790049,0.0018531,0.05646795,0.002680182,0.000163937,0.0003067947,0.0001233517,0.06207553],"genre_scores_gemma":[0.9871866,0.004394065,0.001686791,0.003168691,0.001560168,0.00001520164,0.00004636673,0.000008166345,0.001933968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003320063,"threshold_uncertainty_score":0.01110673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207512325041616,"score_gpt":0.2562907847381511,"score_spread":0.234215661487735,"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."}}