{"id":"W3195592783","doi":"10.1097/sap.0000000000002673","title":"Locally Advanced Scalp Tumors","year":2021,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Scalp; Surgery; Skull; Demographics; Head and neck; Retrospective cohort study; Skin cancer; Cancer; 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":[0.000192988,0.0001375671,0.0001639792,0.000496004,0.0002030919,0.0003300209,0.000129357,0.0001057033,0.006821922],"category_scores_gemma":[0.0006215457,0.00005238768,0.0001250479,0.0007389854,0.0002019547,0.0002215429,0.0002038116,0.000155619,0.0005563322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375207,"about_ca_system_score_gemma":0.0002661452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330645,"about_ca_topic_score_gemma":0.002240117,"domain_scores_codex":[0.9998904,0.00001509711,0.00001348687,0.00001929059,0.00003527253,0.00002643227],"domain_scores_gemma":[0.999545,0.0001125975,0.0002044726,0.00003385312,0.00004885797,0.00005512646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000379102,0.00006116261,0.8783101,0.0008637909,0.0001190957,0.02175722,0.0005327801,0.0001964903,0.007291462,0.0006759674,0.002403102,0.08740968],"study_design_scores_gemma":[0.00003699055,0.0005239846,0.7860299,0.0003822951,0.0001202991,0.1855162,0.001081078,0.0001138064,0.003172521,0.0003887289,0.02262187,0.00001255159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751041,0.01314609,0.0004710968,0.0001607494,0.00002854586,0.00004518975,0.0006362306,0.00001923262,0.01038868],"genre_scores_gemma":[0.9953165,0.003123288,0.0001361196,0.00005069355,0.00003518566,0.000008608255,0.0002743097,0.000002132734,0.001053139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006821922,"threshold_uncertainty_score":0.02282161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584517795521304,"score_gpt":0.3175336523597801,"score_spread":0.2590818728076497,"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."}}