{"id":"W193322503","doi":"10.1177/229255030701500304","title":"Composite tissue allotransplantation of the face: Decision analysis model","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Allotransplantation; Face (sociological concept); Clinical decision making; Artificial intelligence; Biomedical engineering; Intensive care medicine; Surgery; Transplantation; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004398603,0.001801004,0.001930824,0.001767028,0.00089297,0.00309034,0.001832769,0.002768644,0.01148748],"category_scores_gemma":[0.007661139,0.0008252626,0.002442214,0.001535623,0.0008992914,0.001068247,0.001431083,0.002693929,0.0008683317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003647269,"about_ca_system_score_gemma":0.003198586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02292362,"about_ca_topic_score_gemma":0.01209334,"domain_scores_codex":[0.9973094,0.001813143,0.00007584813,0.0003010387,0.0001825558,0.0003179508],"domain_scores_gemma":[0.9879662,0.01090792,0.0004144809,0.00006426329,0.0004035959,0.0002435567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002214201,0.000103873,0.002061988,0.0001174874,0.0001135621,0.0001237807,0.00008254006,0.9832041,0.0001109825,0.008126187,0.0006740486,0.005059978],"study_design_scores_gemma":[0.00004477468,0.00007428912,0.000353145,0.00002642847,0.00003713378,0.00002557423,0.00004467764,0.9932911,0.00003722842,0.005643012,0.0004125505,0.0000100571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4381487,0.00440774,0.5061432,0.006549644,0.0003871457,0.001450235,0.005776451,0.0004211169,0.03671573],"genre_scores_gemma":[0.9208556,0.001495099,0.06413186,0.0004535186,0.0001104326,0.001491436,0.001178243,0.00003572061,0.01024796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02292362,"threshold_uncertainty_score":0.04558039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734917266661372,"score_gpt":0.2967951970852318,"score_spread":0.269446024418618,"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."}}