{"id":"W2330582352","doi":"10.1097/prs.0b013e318217457c","title":"Lone Star Retractor for Pediatric Hand Surgery","year":2011,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retractor; Medicine; Surgery; Hook; Dentistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004341026,0.0003048151,0.0008905455,0.0003998061,0.0001583189,0.00002881733,0.00006244813,0.0002085525,0.00185432],"category_scores_gemma":[0.004616254,0.0002489439,0.0006400713,0.0003494434,0.0002689193,0.0001711949,0.00002751302,0.0002587766,0.00007112659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000608466,"about_ca_system_score_gemma":0.000350988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003243356,"about_ca_topic_score_gemma":0.000005319308,"domain_scores_codex":[0.9979571,0.00006418407,0.0006098171,0.0005093638,0.0002699395,0.0005895578],"domain_scores_gemma":[0.986178,0.01267678,0.0002640366,0.0002475288,0.0002555374,0.0003781412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002055428,0.0002855353,0.9734488,0.0003549632,0.0002667003,0.0002188032,0.0001833483,1.812723e-7,0.000503956,0.000174198,0.005945572,0.01656257],"study_design_scores_gemma":[0.0007781656,0.0001621212,0.9872298,0.0001866391,0.0004342119,0.000397819,0.0002775693,0.00003579522,0.005386365,0.0009043138,0.003670017,0.0005372385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941807,0.0007636368,0.0004666951,0.00004624198,0.003081518,0.0003543444,0.0001188235,0.00008847937,0.0008995538],"genre_scores_gemma":[0.9966834,0.0002647869,0.001350365,0.0000922424,0.001237116,0.00006243657,0.00005346484,0.00005173665,0.0002045205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602533,"threshold_uncertainty_score":0.9999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05224258695021175,"score_gpt":0.2457226173531876,"score_spread":0.1934800304029758,"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."}}