{"id":"W1013747511","doi":"10.4172/plastic-surgery.1000806","title":"Case 1: Mastopexy augmentation / Case 2: Basal cell cancer","year":2013,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Mastopexy; Medicine; Surgery; Plastic surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001117078,0.000184611,0.0003405898,0.0001445036,0.000120809,0.00002606705,0.00002427841,0.00005788085,0.003296828],"category_scores_gemma":[0.000492466,0.0001616924,0.00009360207,0.000181046,0.00006857688,0.0001282468,0.0000407254,0.0001311713,0.0004670706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815657,"about_ca_system_score_gemma":0.0001446583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558638,"about_ca_topic_score_gemma":0.0002143357,"domain_scores_codex":[0.9988393,0.00003778562,0.0002996923,0.000282321,0.0002057999,0.0003351262],"domain_scores_gemma":[0.9952436,0.004173225,0.00009801143,0.0001989711,0.0001070187,0.0001791836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001811673,0.0002486146,0.619661,0.0004740156,0.0002289733,0.1531089,0.0007521754,0.00005993497,0.001125622,0.000005732355,0.2054437,0.0187102],"study_design_scores_gemma":[0.007188982,0.0005027057,0.7038273,0.001069809,0.001775065,0.2263426,0.007168754,0.005175707,0.02807713,0.00008940692,0.01643312,0.002349502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993893,0.000618735,0.0002323817,0.0003413272,0.003672145,0.000238147,0.000030024,0.00005203157,0.000922166],"genre_scores_gemma":[0.9979306,0.00007959199,0.0002558934,0.0002380675,0.0005262152,0.0002942226,0.00001209792,0.00003496818,0.0006282935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1890105,"threshold_uncertainty_score":0.9976143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637879501691715,"score_gpt":0.2716696085854795,"score_spread":0.2352908135685624,"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."}}