{"id":"W27508456","doi":"","title":"The scapular free flap: when versatility is needed in head and neck reconstruction.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Head and neck; Gynecology; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007746702,0.0001201653,0.0002293251,0.00009496148,0.0001123502,0.00004016219,0.0001056929,0.0001312459,0.00005895829],"category_scores_gemma":[0.0004499805,0.00008805072,0.00009593339,0.0001236944,0.0003382676,0.0001419885,0.00006015272,0.0003910347,0.00000312679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000349411,"about_ca_system_score_gemma":0.00003684998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003300861,"about_ca_topic_score_gemma":0.0003945902,"domain_scores_codex":[0.9990261,0.00005284819,0.0002458379,0.000259219,0.0001199201,0.0002960475],"domain_scores_gemma":[0.999123,0.00008604963,0.00005842917,0.0005458602,0.0000662777,0.0001204294],"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":[0.0001172918,0.00002574092,0.2726186,0.00001980593,0.00005463562,0.000006555249,0.0001531633,6.805391e-9,0.001523837,0.000194384,0.002111871,0.7231741],"study_design_scores_gemma":[0.001248824,0.00001574932,0.916307,0.00002304673,0.00003410037,0.0004066771,0.0002354039,0.00001005036,0.03860404,0.009065691,0.03391828,0.0001311779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915189,0.0003953917,0.00001923271,0.002334254,0.00046976,0.0008284294,0.000006622248,0.00007334504,0.004354042],"genre_scores_gemma":[0.9964232,0.0001698141,0.002130029,0.0003591408,0.0001076014,0.0004000105,0.000003312128,0.00001424766,0.0003926255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.723043,"threshold_uncertainty_score":0.3590604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308148345410022,"score_gpt":0.2197414393770171,"score_spread":0.2066599559229169,"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."}}