{"id":"W4400920043","doi":"10.53660/clm-3825-23p01","title":"Comparative study between two surgical techniques in the treatment and reconstruction of non-melanoma skin tumors","year":2024,"lang":"en","type":"article","venue":"Concilium","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Melanoma; Dermatology; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003281483,0.0001290894,0.0004559907,0.0000913344,0.00003237918,0.00001345575,0.00007793291,0.00002965923,0.00001294242],"category_scores_gemma":[0.000008613029,0.00007797255,0.00003618155,0.0001972638,0.0001901247,0.00004892453,0.00004459433,0.0001217317,0.000003505744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218064,"about_ca_system_score_gemma":0.00008947998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000351381,"about_ca_topic_score_gemma":0.0003036952,"domain_scores_codex":[0.999113,0.00009021838,0.0002693738,0.0002770876,0.0001340223,0.0001162627],"domain_scores_gemma":[0.9992974,0.0003268859,0.00003961403,0.0002746335,0.00003352395,0.00002796324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009768648,0.0002006381,0.9091204,0.00006211377,0.0002505238,0.0002400605,0.01473195,1.516421e-7,0.00008343207,0.0000305625,0.0002551128,0.07492736],"study_design_scores_gemma":[0.002291744,0.00363624,0.9672647,0.000324132,0.0002964963,0.0002989091,0.01336304,0.0001162443,0.006669759,0.00009368912,0.005492519,0.0001526009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919026,0.001973577,0.00001022704,0.0002777987,0.00008591072,0.0009224706,0.00002346687,0.00002777557,0.004776131],"genre_scores_gemma":[0.9993106,0.0000900404,0.0001667218,0.000008817841,0.0002300743,0.00009389428,0.000007987431,0.000007268265,0.0000846444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07477476,"threshold_uncertainty_score":0.3179629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691232660425302,"score_gpt":0.3552024103360068,"score_spread":0.3182900837317538,"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."}}