{"id":"W4405979304","doi":"10.1007/978-3-031-77357-0_560","title":"Humeral Lengthening Rotational Correction with Hexapod Frame for Osteomyelitis","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Shriners Hospitals for Children - Canada","funders":"","keywords":"Hexapod; Frame (networking); Osteomyelitis; Orthodontics; Medicine; Computer science; Surgery; Artificial intelligence; Computer network","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":[0.00007940761,0.0004727864,0.0003147295,0.0005294376,0.0002266541,0.0002555336,0.0004480514,0.0004479286,0.01370271],"category_scores_gemma":[0.0001064287,0.0001001314,0.0002812007,0.0003401478,0.0002328255,0.0003152,0.0003482392,0.000720124,0.002809681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756997,"about_ca_system_score_gemma":0.0002390959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000616742,"about_ca_topic_score_gemma":0.002315834,"domain_scores_codex":[0.9999514,0.000004511939,0.00000326115,0.000006340804,0.00002841537,0.000006228536],"domain_scores_gemma":[0.9999838,0.00000724756,0.000002278364,0.000001806609,0.000002754366,0.000002166759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00005818421,0.0000756825,0.0002906471,0.0005516592,0.00001207793,0.002834937,0.0001303912,0.0005641285,0.008889177,0.005567261,0.04486055,0.9361653],"study_design_scores_gemma":[0.00004241186,0.0004407442,0.006387041,0.0008679394,0.00004910496,0.08787544,0.0001789134,0.001615441,0.008757104,0.008560782,0.8851843,0.00004064869],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06456736,0.3133636,0.1628357,0.005678101,0.01233018,0.0002914973,0.0009917294,0.002078005,0.4378639],"genre_scores_gemma":[0.1243819,0.1095254,0.08246362,0.002388881,0.002646029,0.0001858387,0.00087139,0.0003867489,0.6771502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01370271,"threshold_uncertainty_score":0.04584014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606879975124111,"score_gpt":0.2626691058703557,"score_spread":0.2466003061191146,"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."}}