{"id":"W2131298279","doi":"10.1016/s0733-8635(02)00036-0","title":"Unusual melanoma types","year":2002,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Melanoma; Dermatology; Dermatoscopy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001579622,0.0004347567,0.00222904,0.0002610678,0.00007927051,0.00003381349,0.0002055171,0.0006414843,0.000899002],"category_scores_gemma":[0.0002266691,0.0003184208,0.0008067278,0.000313147,0.00007475898,0.00001964254,0.0001338797,0.0006460957,0.004144211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009288829,"about_ca_system_score_gemma":0.0000966064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001386031,"about_ca_topic_score_gemma":0.000001937732,"domain_scores_codex":[0.9978121,0.0001298934,0.000976157,0.0004951744,0.0002493986,0.0003372729],"domain_scores_gemma":[0.998408,0.0002939261,0.0004162096,0.0006527504,0.00005264412,0.0001764684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000070658,0.000133645,0.00001469585,0.007215598,0.0003020231,0.001792801,0.00001010419,7.45505e-8,5.628432e-9,0.0002815805,0.03003519,0.9602072],"study_design_scores_gemma":[0.0002996266,0.0001619953,0.000001802987,0.002091025,0.001914163,0.009596814,0.00001449165,0.00004243144,1.691498e-7,0.00003600087,0.9855431,0.0002983848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007825521,0.9607776,0.00002560603,0.0001801723,0.00108785,0.0009008163,0.0000167232,0.0002983633,0.03670505],"genre_scores_gemma":[0.00001532288,0.9856576,0.0003011529,0.0009919403,0.0002591517,0.00006561093,0.0001232574,0.0000577817,0.01252821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9599088,"threshold_uncertainty_score":0.9999268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015232537913228,"score_gpt":0.3745769474528224,"score_spread":0.2730536936614996,"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."}}