{"id":"W4239000993","doi":"10.1136/jcp.2008.060863","title":"Non-melanocytic mimics of melanoma: Part I: intraepidermal mimics","year":2008,"lang":"en","type":"review","venue":"Journal of Clinical Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Melanoma; Pathology; Immunohistochemistry; Melanocyte; Medicine; Cancer research","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"],"consensus_categories":[],"category_scores_codex":[0.001661623,0.0004528284,0.006422225,0.0005274685,0.00004416912,0.000008049536,0.0003804516,0.001085106,0.0001820585],"category_scores_gemma":[0.001959575,0.0003284766,0.002891361,0.0002716312,0.0004097471,0.00004504137,0.0001488867,0.002180977,0.0000999551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202118,"about_ca_system_score_gemma":0.001044114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002012453,"about_ca_topic_score_gemma":0.000003096346,"domain_scores_codex":[0.9922503,0.000559992,0.005955187,0.000386357,0.0004665883,0.0003816118],"domain_scores_gemma":[0.9925331,0.001296799,0.004757733,0.0006109186,0.0003958122,0.0004056221],"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":[0.0004180166,0.0009057192,0.0002088782,0.005946619,0.001120198,0.01943623,0.00004024765,0.000002589919,0.000001944031,0.00004431425,0.02352954,0.9483457],"study_design_scores_gemma":[0.001664234,0.002854196,0.0001595125,0.003844138,0.00280806,0.07840636,0.00001946697,0.00001072259,0.000002380877,0.000038306,0.9099745,0.0002181117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002657921,0.9877161,0.0002897817,0.0003130312,0.005698739,0.0006690035,0.00001994325,0.00001991565,0.002615598],"genre_scores_gemma":[0.000321586,0.9939408,0.001648808,0.0005774205,0.002559904,0.000006386006,0.00001871668,0.00006819701,0.0008582253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9481276,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267628726770061,"score_gpt":0.4287511831598101,"score_spread":0.301988310482804,"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."}}