{"id":"W2113931572","doi":"10.1177/1203475415586664","title":"Non-melanoma Skin Cancer in Canada Chapter 4: Management of Basal Cell Carcinoma","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Western University; Clinique Neuro-Outaouais; University of British Columbia","funders":"LEO Pharma; Galderma","keywords":"Medicine; Basal cell carcinoma; Skin cancer; Dermatology; Natural history; Malignancy; Cryosurgery; Melanoma; Curettage; Basal cell; Mohs surgery; Surgery; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004039941,0.0001721956,0.0009267788,0.0002770546,0.00001736327,0.000002305586,0.00007021779,0.0000402937,0.0001206076],"category_scores_gemma":[0.00003216465,0.0001232941,0.00007285013,0.0001617357,0.00009225788,0.00004197575,0.00003672387,0.0002086283,5.841718e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757378,"about_ca_system_score_gemma":0.0009951924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1890061,"about_ca_topic_score_gemma":0.08638424,"domain_scores_codex":[0.998148,0.00002261029,0.0008000318,0.000140374,0.0006409603,0.000248084],"domain_scores_gemma":[0.998742,0.0002062266,0.0004049271,0.0001480348,0.0002194233,0.0002793431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007675362,0.00005405636,0.9410782,0.0004624337,0.000159741,0.01780417,0.0008868299,0.00002170595,0.0000792657,0.000006415625,0.0268217,0.01185794],"study_design_scores_gemma":[0.005486186,0.001296945,0.9521035,0.003264466,0.0005767219,0.007111809,0.01093572,0.0001361987,0.002194691,0.0001049619,0.01640731,0.0003815139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979776,0.01030104,0.000006615682,0.00328134,0.0007975397,0.0001207008,0.000004103261,0.000001309294,0.005711331],"genre_scores_gemma":[0.9957245,0.002886049,0.00008898263,0.0006182171,0.0003696652,0.000002882462,8.345079e-7,0.00001817277,0.0002907151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1026219,"threshold_uncertainty_score":0.9302869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484954294743372,"score_gpt":0.2531532488496766,"score_spread":0.2283037059022429,"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."}}