{"id":"W1982207074","doi":"10.1016/j.bjps.2009.09.004","title":"Big Bad BCCs: Craniofacial resection and reconstruction for atypical basal cell carcinomata","year":2009,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Craniofacial; Basal cell carcinoma; Malignancy; Head and neck; Medicine; Basal cell; Basal (medicine); Resection; Surgery; Pathology; Internal medicine","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":[0.001073515,0.0002745481,0.0002909709,0.0008020637,0.0008580466,0.0006772507,0.0002852192,0.0006421384,0.005186258],"category_scores_gemma":[0.001625952,0.0002067201,0.0004424204,0.0007522477,0.000826571,0.0009629164,0.0004897033,0.0007301655,0.0002701861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281916,"about_ca_system_score_gemma":0.0006435884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003894046,"about_ca_topic_score_gemma":0.01132775,"domain_scores_codex":[0.999398,0.000190561,0.00006272217,0.00005845,0.000183577,0.0001067408],"domain_scores_gemma":[0.9991953,0.0002952918,0.0001732165,0.00006292974,0.0000731399,0.0002002111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009665105,0.001955376,0.8357285,0.0008042369,0.0005004275,0.009615006,0.00145352,0.0003267007,0.008836994,0.001510236,0.002812386,0.1267915],"study_design_scores_gemma":[0.0002718315,0.006028991,0.9431465,0.000191087,0.0008714467,0.02950237,0.005573858,0.0002220679,0.002838141,0.001211469,0.01010409,0.00003809616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864298,0.007349009,0.00008629266,0.0006757088,0.00009908468,0.00003145553,0.0001130018,0.000003556788,0.005211971],"genre_scores_gemma":[0.997934,0.001059908,0.00007032988,0.0002166241,0.00005251565,0.000003935219,0.00004975516,0.00000140925,0.0006117133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005186258,"threshold_uncertainty_score":0.01734978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377581949287055,"score_gpt":0.2562777454614438,"score_spread":0.2325019259685733,"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."}}