{"id":"W3186806207","doi":"10.12788/cutis.0276","title":"Reporting Biopsy Margin Status for Cutaneous Basal Cell Carcinoma: To Do or Not to Do","year":2021,"lang":"en","type":"letter","venue":"Cutis","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta Hospital","funders":"","keywords":"Medicine; Basal cell carcinoma; Margin (machine learning); Biopsy; Dermatology; Basal cell; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0140094,0.0003488666,0.0006144049,0.000990396,0.001789187,0.001910464,0.001452209,0.01575992,0.00176196],"category_scores_gemma":[0.07882389,0.000372335,0.0004635314,0.001287876,0.00180849,0.002119476,0.0009984548,0.007609999,0.002635138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003389658,"about_ca_system_score_gemma":0.002555181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006099158,"about_ca_topic_score_gemma":0.008805539,"domain_scores_codex":[0.9880887,0.00656954,0.002396408,0.0007175329,0.001736311,0.0004914601],"domain_scores_gemma":[0.9442469,0.03620249,0.004491385,0.001686954,0.01123737,0.002134971],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001905564,0.00004717186,0.01780699,0.0002854361,0.00002954395,0.004949126,0.0007535969,0.00007775144,0.0005349161,0.002732033,0.9161466,0.05644631],"study_design_scores_gemma":[0.0002946321,0.0002908091,0.02164324,0.002684797,0.000114686,0.0229729,0.004071094,0.001048705,0.001254864,0.0172684,0.9281797,0.0001762821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001769116,0.002421791,0.0001437395,0.9847995,0.008899746,0.00001302441,0.00005409832,0.0000107707,0.00188813],"genre_scores_gemma":[0.02645827,0.002908742,0.0007838286,0.942041,0.02588683,0.00004246645,0.00005898875,0.00001768217,0.001802181],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9859906,"threshold_uncertainty_score":0.07408971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686627015474114,"score_gpt":0.3196533627772893,"score_spread":0.2727870926225482,"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."}}