{"id":"W3016996939","doi":"10.1684/ejd.2020.3726","title":"The dermoscopic pattern of blue nevi involving the nail apparatus","year":2020,"lang":"en","type":"article","venue":"European Journal of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Dermatology; Nail (fastener); Blue nevus; Nevus; Melanoma","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":[0.0001411874,0.0002385171,0.0001114568,0.000840836,0.0002344497,0.0002086408,0.0001598529,0.0002536543,0.0028144],"category_scores_gemma":[0.000613745,0.0001495308,0.0001024666,0.0002405438,0.0003528676,0.0002161183,0.0001868401,0.0002433108,0.000382633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661332,"about_ca_system_score_gemma":0.0001140828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007389463,"about_ca_topic_score_gemma":0.001043934,"domain_scores_codex":[0.9998795,0.00002400058,0.000009538162,0.00002820372,0.00003207261,0.00002664467],"domain_scores_gemma":[0.9995988,0.000138254,0.0001192148,0.00004255317,0.0000283026,0.00007287613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001313644,0.0003460346,0.5021119,0.0002851845,0.0001471971,0.2232253,0.0004948869,0.0008362083,0.2388192,0.0006132025,0.0006247699,0.03118252],"study_design_scores_gemma":[0.00004977882,0.000605759,0.3432018,0.00001371186,0.00003821435,0.6447495,0.0001379986,0.0006496758,0.009340836,0.0001559192,0.00104277,0.00001408928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939719,0.000382501,0.0007882635,0.00002564511,0.000005036802,0.00003293934,0.00006605851,0.00002722088,0.004700425],"genre_scores_gemma":[0.9993956,0.00004086786,0.0001714585,0.00001028794,0.00000292251,0.000002849221,0.00001400817,0.000001799921,0.0003601279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0028144,"threshold_uncertainty_score":0.00941515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125222579527241,"score_gpt":0.235878121359434,"score_spread":0.2146258955641616,"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."}}