{"id":"W2074785559","doi":"10.1016/s0733-8635(05)70271-0","title":"DIFFERENTIATION OF ATYPICAL MOLES (DYSPLASTIC NEVI) FROM EARLY MELANOMAS BY DERMOSCOPY","year":2001,"lang":"en","type":"article","venue":"Dermatologic Clinics","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Dermatology; Melanoma; Biopsy; Melanoma diagnosis; Nevus; Dysplastic nevus; Pathology","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":[0.001042458,0.0004199286,0.0003440081,0.00150806,0.0003880454,0.0006972526,0.0004181227,0.0008144334,0.001126523],"category_scores_gemma":[0.003277514,0.0004989997,0.0002635374,0.0003054205,0.0004888158,0.00105228,0.0004999995,0.0007072132,0.0004770778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814818,"about_ca_system_score_gemma":0.0002186334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006397875,"about_ca_topic_score_gemma":0.0008557152,"domain_scores_codex":[0.9996305,0.00007533266,0.00005870933,0.00003096243,0.0001088961,0.00009562082],"domain_scores_gemma":[0.9990537,0.000429849,0.000117811,0.00008646252,0.000153936,0.0001582851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004332371,0.0003664972,0.458835,0.0004306544,0.00004889883,0.2782936,0.00128965,0.000381015,0.1814408,0.001881473,0.0006419009,0.07205821],"study_design_scores_gemma":[0.00009063668,0.0009689965,0.312406,0.0001096934,0.0001039863,0.6140634,0.0008546815,0.002975343,0.06319916,0.001161458,0.004033342,0.00003318197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845667,0.002889328,0.003444844,0.000173013,0.00003365195,0.00005402631,0.00003907956,0.00004452559,0.008754816],"genre_scores_gemma":[0.9945534,0.0009825642,0.00359615,0.00004705582,0.00004165135,0.000009176101,0.00004237741,0.00000915982,0.0007184869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00150806,"threshold_uncertainty_score":0.005513072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886606645010633,"score_gpt":0.2785602338198969,"score_spread":0.2596941673697906,"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."}}