{"id":"W2564789122","doi":"10.1007/s11999-016-5202-8","title":"Cochrane in CORR ®: Intramedullary Nailing for Tibial Shaft Fractures in Adults (Review)","year":2016,"lang":"en","type":"letter","venue":"Clinical Orthopaedics and Related Research","topic":"Bone fractures and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Intramedullary rod; Medicine; Malunion; Nonunion; Medullary cavity; Surgery; Tibia","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004921624,0.0004653706,0.001789769,0.0005994585,0.0001181236,0.00002615797,0.0002587568,0.003583879,0.0004169681],"category_scores_gemma":[0.005925313,0.0002912341,0.0006268028,0.0004996841,0.0006935899,0.00005388345,0.0002057249,0.01068102,0.00006678428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365682,"about_ca_system_score_gemma":0.0006269292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052848,"about_ca_topic_score_gemma":0.00007575057,"domain_scores_codex":[0.9939064,0.0006917623,0.001941824,0.001203552,0.001083173,0.001173268],"domain_scores_gemma":[0.9928351,0.005330631,0.0003625505,0.0006735313,0.0004247951,0.0003733634],"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":[0.001805645,0.0005111297,0.02863103,0.006793022,0.0003870441,0.01197266,0.00005603795,4.958367e-7,0.000001861133,0.00001388881,0.7612891,0.1885381],"study_design_scores_gemma":[0.01483145,0.002127857,0.02491253,0.06395056,0.0002583769,0.0002887218,0.00001553831,0.0002103962,0.000003106181,0.001026202,0.8918972,0.0004780747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03638577,0.1577483,0.000006157628,0.7977071,0.001760676,0.00457449,0.0001686399,0.00005009162,0.001598763],"genre_scores_gemma":[0.03369473,0.6766778,0.0002394284,0.2713278,0.006514589,0.000315495,0.00173842,0.0002354047,0.00925633],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5263793,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06212210818314105,"score_gpt":0.4671536001232531,"score_spread":0.4050314919401121,"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."}}