{"id":"W4401835767","doi":"10.1007/978-3-031-55767-5_39","title":"Bone Defects","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Bone fractures and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal General Hospital; Montreal Children's Hospital; Shriners Hospitals for Children - Canada; McGill University Health Centre","funders":"","keywords":"History","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":[0.00018987,0.0007296111,0.0004453101,0.001046594,0.0006898377,0.001312595,0.0007494972,0.0009654739,0.169299],"category_scores_gemma":[0.0004330749,0.0002756176,0.0004038837,0.0006054793,0.0005182775,0.0007404851,0.001223225,0.001509842,0.06942797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905864,"about_ca_system_score_gemma":0.0006055491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133831,"about_ca_topic_score_gemma":0.006037504,"domain_scores_codex":[0.9998538,0.00001233662,0.000004608841,0.00002107062,0.00009125415,0.0000167806],"domain_scores_gemma":[0.9999102,0.00002182606,0.000005184164,0.0000136327,0.00002891014,0.00002019977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000195905,0.00005901454,0.0001046817,0.0001906556,0.000004601427,0.0002479215,0.0001041312,0.0003381977,0.001291083,0.02620686,0.520604,0.4508292],"study_design_scores_gemma":[0.000002234744,0.00001456323,0.000147478,0.0001093349,0.000002036575,0.0007137446,0.00002701665,0.0000502882,0.0001727437,0.003265147,0.9954929,0.000002394158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006248198,0.01451107,0.003187492,0.001356264,0.001756907,0.00005449468,0.0001934615,0.0002161333,0.9780993],"genre_scores_gemma":[0.001641397,0.005778961,0.001194484,0.0005608998,0.0002548537,0.00001945171,0.0001039217,0.00005036321,0.9903956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.169299,"threshold_uncertainty_score":0.5663615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644730278584487,"score_gpt":0.2619622014650362,"score_spread":0.2455148986791914,"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."}}