{"id":"W4399854266","doi":"10.1001/jama.2024.8102","title":"free flap","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005352045,0.001243229,0.0007789566,0.001497821,0.001050581,0.001881119,0.0009794995,0.001521102,0.4122344],"category_scores_gemma":[0.001758498,0.000363065,0.001574584,0.0007389016,0.0005437427,0.002269829,0.001930831,0.003441167,0.1812845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005692109,"about_ca_system_score_gemma":0.0008510594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007293004,"about_ca_topic_score_gemma":0.001121982,"domain_scores_codex":[0.9994739,0.00004472464,0.00003903185,0.0001184417,0.0002214361,0.0001024528],"domain_scores_gemma":[0.9994501,0.0001303353,0.00004013219,0.0001176048,0.00009712541,0.000164674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002681209,0.000177643,0.001176305,0.0004296215,0.00006632011,0.004462026,0.00006813193,0.0005286837,0.00360673,0.007612102,0.4438665,0.5377378],"study_design_scores_gemma":[0.00009832403,0.0002036859,0.001962083,0.0005285206,0.00004590064,0.03064906,0.00009471831,0.0007023321,0.002055655,0.006699882,0.9569146,0.00004523882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008253002,0.01982913,0.0424026,0.007894192,0.01511386,0.0004339508,0.004525213,0.005551117,0.8959969],"genre_scores_gemma":[0.07502148,0.01331159,0.02543777,0.01240666,0.004144678,0.0006155622,0.007000935,0.00325246,0.8588089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5877656,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114992873797539,"score_gpt":0.2657762333731251,"score_spread":0.2542769459933711,"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."}}