{"id":"W2238142712","doi":"10.22203/ecm","title":"European Cells and Materials","year":2016,"lang":"en","type":"paratext","venue":"","topic":"Bone fractures and treatments","field":"Medicine","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Engineering and Physical Sciences Research Council; UK Regenerative Medicine Platform","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004458214,0.0001763691,0.0003207683,0.00003739184,0.00002184537,0.00002416966,0.00002866334,0.0001027925,0.02773224],"category_scores_gemma":[0.000002259956,0.0000895318,0.00003476875,0.00001109888,0.00002710134,0.00001408804,0.00004462583,0.00005636955,0.03882579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001492129,"about_ca_system_score_gemma":0.00002015355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004179687,"about_ca_topic_score_gemma":7.641498e-7,"domain_scores_codex":[0.9994004,0.00003225779,0.0001374932,0.0002145058,0.00007776108,0.0001375168],"domain_scores_gemma":[0.9995974,0.00001378062,0.00005910892,0.0002108622,0.00001841636,0.0001004169],"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":[0.00004123057,0.00003536057,0.000005632509,0.000100832,0.0001354128,0.0001010537,0.0000101712,3.66259e-9,0.01109316,0.0000155299,0.9833457,0.005115854],"study_design_scores_gemma":[0.0009386854,0.0001123068,0.0006574817,0.0002309186,0.0001145799,0.00003947144,0.000001723781,1.672743e-8,0.04553722,0.000007349394,0.9522532,0.0001070619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006122584,0.0008091046,0.00003170682,0.0004613344,0.001284463,0.000256016,0.0002388665,0.00002236901,0.9907736],"genre_scores_gemma":[0.04833473,0.001641454,0.0002080885,0.0006677586,0.0006447771,0.000003092772,0.000171088,0.00004767241,0.9482813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04249222,"threshold_uncertainty_score":0.9731566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322966376634196,"score_gpt":0.2661910172784047,"score_spread":0.2529613535120627,"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."}}