{"id":"W2332943495","doi":"10.1503/cmaj.140554","title":"Subungual malignant melanoma","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nail (fastener); Nail disease; Thumb; Medicine; Melanoma; Dermatology; Computer science; Surgery; Materials science; Paronychia; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009126605,0.0005927246,0.0004135802,0.0007144201,0.001374759,0.0007466499,0.0002935664,0.001154792,0.005759624],"category_scores_gemma":[0.0007433939,0.0003058174,0.0003377998,0.0006264306,0.0004112574,0.0009863446,0.0004720922,0.001034068,0.001445802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004790439,"about_ca_system_score_gemma":0.000373416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346948,"about_ca_topic_score_gemma":0.006313009,"domain_scores_codex":[0.9998397,0.00001029822,0.00001139095,0.0000449315,0.00003810372,0.00005545184],"domain_scores_gemma":[0.9998215,0.00002756624,0.00002647131,0.00001607251,0.00001810676,0.00009030324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005935668,0.00008831015,0.01557366,0.00005099971,0.00001070001,0.9722766,0.0002297673,0.00007540733,0.002355814,0.0003945064,0.001985506,0.006899317],"study_design_scores_gemma":[0.000009859351,0.000126362,0.02366382,0.00005511958,0.0000149971,0.9703662,0.0003845312,0.0001920995,0.0003475515,0.0003807555,0.004443855,0.00001494444],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897381,0.01003541,0.002719729,0.005708612,0.0009486789,0.000211893,0.001041074,0.0003273613,0.08162627],"genre_scores_gemma":[0.9878427,0.003221629,0.0004780919,0.001165957,0.0003113934,0.00001292112,0.0001366232,0.00001880625,0.006811925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005759624,"threshold_uncertainty_score":0.01926786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364514472740055,"score_gpt":0.2610521388476472,"score_spread":0.2474069941202467,"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."}}