{"id":"W4312288208","doi":"10.1007/978-3-030-94781-1_17","title":"Free Autologous Grafts","year":2022,"lang":"ceb","type":"book-chapter","venue":"","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Skull; Surgery; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001112389,0.0006321673,0.000333576,0.000713438,0.0004932203,0.0009483818,0.0005054149,0.0006649342,0.07981247],"category_scores_gemma":[0.0002047096,0.000262543,0.000353154,0.0004193422,0.0004302057,0.0008215119,0.0007986717,0.001731934,0.02983596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751497,"about_ca_system_score_gemma":0.0003293084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000663684,"about_ca_topic_score_gemma":0.003066923,"domain_scores_codex":[0.9999338,0.000005709963,0.000002143416,0.00001089347,0.00003807842,0.000009334563],"domain_scores_gemma":[0.999953,0.00001824256,0.000002111434,0.000007611416,0.000008067967,0.00001081232],"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":[0.00005458807,0.0001144958,0.0001010099,0.0001933124,0.000008615442,0.000465078,0.0001147961,0.0005452681,0.004695149,0.03424368,0.4023014,0.5571625],"study_design_scores_gemma":[0.00000476939,0.00002318823,0.0002938544,0.00009503831,0.000003505216,0.001535665,0.0000250814,0.000195463,0.001032575,0.008652124,0.9881329,0.000005803758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002572702,0.05041381,0.01010251,0.001835078,0.004870583,0.00006633545,0.0002822906,0.0004085168,0.9294481],"genre_scores_gemma":[0.006600576,0.01244283,0.002264335,0.0008823836,0.0006170543,0.00003466284,0.0001541358,0.00007685222,0.9769273],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07981247,"threshold_uncertainty_score":0.2669993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266971246508735,"score_gpt":0.2880628728440969,"score_spread":0.2553931603790096,"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."}}