{"id":"W2025121555","doi":"10.1111/j.1440-0960.2005.00144.x","title":"Dysplastic naevi: To shave, or not to shave? A retrospective study of the use of the shave biopsy technique in the initial management of dysplastic naevi","year":2005,"lang":"en","type":"article","venue":"Australasian Journal of Dermatology","topic":"Powdery Mildew Fungal Diseases","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Medicine; Dermatology; Biopsy; Nevus; Pathology; Melanoma","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":[0.001408019,0.0001792738,0.0004201208,0.0008147691,0.0004431088,0.0005154818,0.0002416204,0.0003241304,0.0005417557],"category_scores_gemma":[0.00511096,0.0003667253,0.0002485422,0.0009248207,0.0006283024,0.0005063933,0.0003607664,0.000300848,0.0001910125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698718,"about_ca_system_score_gemma":0.0003070517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648117,"about_ca_topic_score_gemma":0.001906434,"domain_scores_codex":[0.9990072,0.0003222648,0.0001819102,0.0002020208,0.0001894163,0.00009729879],"domain_scores_gemma":[0.9950879,0.001221718,0.002596047,0.000365598,0.0004663538,0.0002624163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001398645,0.00002772418,0.9966758,0.00002374645,0.00002210716,0.0006430504,0.0003565286,0.00001364084,0.000548656,0.00001149191,0.00002448719,0.001512851],"study_design_scores_gemma":[0.000008445104,0.0005708715,0.9869775,0.00003195796,0.00005639443,0.009575601,0.001603761,0.00008618188,0.0004477018,0.00002051167,0.0006087725,0.00001233717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990937,0.0006164516,0.00008167991,0.000009420887,0.000002481906,0.000009070483,0.00002988811,0.000001015083,0.0001562351],"genre_scores_gemma":[0.9995396,0.0002700597,0.00006986633,0.00001972443,0.00000581673,0.000005444411,0.00004417353,0.000001589901,0.00004370556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001648117,"threshold_uncertainty_score":0.007446468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0543606553231983,"score_gpt":0.2965750943782616,"score_spread":0.2422144390550633,"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."}}