{"id":"W2089428809","doi":"10.1097/prs.0b013e3181bf83f1","title":"Pediatric Free-Tissue Transfer","year":2009,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Parallels; Adaptation (eye); Surgery; Operations management; Neuroscience","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004750938,0.0004297647,0.001008474,0.0007803329,0.0001454076,0.00003799067,0.0001486642,0.0002693867,0.0008734746],"category_scores_gemma":[0.001425517,0.0003991421,0.0005734653,0.0006690217,0.0002598308,0.0003167829,0.00002520841,0.0004879024,0.0001036279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099959,"about_ca_system_score_gemma":0.0003608184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001122987,"about_ca_topic_score_gemma":0.000002348221,"domain_scores_codex":[0.9974874,0.0001274387,0.0007131454,0.0006783398,0.0003589117,0.0006347293],"domain_scores_gemma":[0.9970238,0.001661609,0.0001069243,0.0006176081,0.000259236,0.000330836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007574824,0.0004896324,0.390361,0.000246524,0.0004333913,0.0007378761,0.0001661502,0.000001932003,0.03056512,0.002481913,0.008175361,0.5655836],"study_design_scores_gemma":[0.002314255,0.0006721708,0.7195574,0.0004905778,0.001121801,0.01018577,0.0002475081,0.00002371043,0.2428435,0.01135477,0.009458473,0.001730046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794354,0.0008621535,0.01007762,0.0001497803,0.001427614,0.0004803088,0.00005816877,0.0004521615,0.007056777],"genre_scores_gemma":[0.9947322,0.0004865714,0.003637821,0.0002645926,0.0006266542,0.00003064805,0.00004107977,0.00004319422,0.0001372079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5638536,"threshold_uncertainty_score":0.999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362375036459535,"score_gpt":0.2391119346996352,"score_spread":0.2254881843350398,"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."}}