{"id":"W2026249831","doi":"10.1111/bjd.13339","title":"Onychomadesis: literature review","year":2014,"lang":"en","type":"review","venue":"British Journal of Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Library science; Medicine; Dermatology; Family medicine; Computer science","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":[0.0001195313,0.0003143055,0.004248371,0.0002099471,0.00004572596,0.00004899074,0.0002198242,0.0003763,0.0001560535],"category_scores_gemma":[0.0002986853,0.0002579399,0.001701192,0.0002859793,0.00005329649,0.00007466354,0.00003359361,0.0008142944,0.0001029115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006550377,"about_ca_system_score_gemma":0.0004212783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000131326,"about_ca_topic_score_gemma":8.045311e-7,"domain_scores_codex":[0.9975365,0.000349514,0.001360253,0.0002109154,0.0002720067,0.0002707554],"domain_scores_gemma":[0.9978041,0.0001065606,0.00119336,0.0002556013,0.000296112,0.0003442757],"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":[0.000007999656,0.0001405955,0.00001620999,0.1228901,0.0006475576,0.05784645,0.000001339897,6.415216e-10,4.091138e-9,0.00001043137,0.06838241,0.7500569],"study_design_scores_gemma":[0.000373011,0.00003830656,0.00001160567,0.2727386,0.003602169,0.3295435,2.888974e-7,1.683528e-8,2.953954e-8,0.00001044774,0.3936159,0.00006613301],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001381892,0.9981409,0.00001014474,0.0003574369,0.0003608174,0.0004648197,0.000043803,0.00001344948,0.0006072936],"genre_scores_gemma":[0.000007545821,0.9979523,0.0002212615,0.001011307,0.0003333628,0.00001754359,0.000130671,0.00005255364,0.0002734072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7499908,"threshold_uncertainty_score":0.9999873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992190692340606,"score_gpt":0.3463844856553183,"score_spread":0.3264625787319123,"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."}}