{"id":"W3047912393","doi":"10.1503/cmaj.200005","title":"Periosteum preservation in bone regeneration","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Bone fractures and treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periosteum; Ulna; Fibula; Medicine; Diaphysis; Surgery; Resection; Sarcoma; Regeneration (biology); Orthopedic surgery; Biology; Tibia; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003736615,0.00007115517,0.0001642623,0.00008630765,0.00008500841,0.00004121476,0.00004465888,0.0002298543,0.002008874],"category_scores_gemma":[0.001385864,0.00006235464,0.00005278234,0.0001977154,0.000007725725,0.0001455004,0.000005499958,0.0005460496,0.0001213302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007018881,"about_ca_system_score_gemma":0.001439005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683206,"about_ca_topic_score_gemma":0.01889473,"domain_scores_codex":[0.9985819,0.00006490543,0.00029021,0.0001067044,0.0007249233,0.0002313554],"domain_scores_gemma":[0.9984335,0.00002811183,0.0001034093,0.00004727883,0.0001514171,0.001236229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000817121,0.00009808179,0.73751,0.00002317645,0.0001412599,0.00364641,0.001517357,0.00004821606,0.0003179531,0.0003048052,0.2009088,0.0554022],"study_design_scores_gemma":[0.003776501,0.0002265675,0.4199388,0.00009457285,0.00004277433,0.0004942312,0.000211964,0.004266024,0.0001313514,0.0001182521,0.5705664,0.0001326025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.547838,0.0004348505,0.00008439392,0.4474046,0.000282038,0.0001757274,0.000008041443,0.00001284952,0.003759452],"genre_scores_gemma":[0.9659423,0.000106219,0.0001287109,0.03213485,0.00118008,0.000004285814,0.00003447568,0.00001020061,0.000458902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181042,"threshold_uncertainty_score":0.9990079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272388328681747,"score_gpt":0.2416413933987609,"score_spread":0.2289175101119434,"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."}}