{"id":"W4309583557","doi":"10.1002/jbm4.10705","title":"Effect of Vitamin <scp> D <sub>3</sub> </scp> Supplementation on Acute Fracture Healing: A Phase <scp>II</scp> Screening Randomized <scp>Double‐Blind</scp> Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JBMR Plus","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"Orthopaedic Trauma Association","keywords":"Medicine; Bone healing; Vitamin; Vitamin D and neurology; Randomized controlled trial; Placebo; Femur fracture; Surgery; Intramedullary rod; Internal medicine; Femur; Pathology","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009346421,0.001208472,0.005051576,0.001461235,0.001485893,0.0001443282,0.0007031959,0.0004379706,0.00005137248],"category_scores_gemma":[0.01762191,0.0009556861,0.001804476,0.001453276,0.0005024713,0.0003248339,0.0008106908,0.002266296,0.000047169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008063689,"about_ca_system_score_gemma":0.0007021368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001282092,"about_ca_topic_score_gemma":0.00002180822,"domain_scores_codex":[0.9873072,0.003241344,0.002309629,0.0014436,0.003799368,0.001898845],"domain_scores_gemma":[0.9718789,0.02411507,0.001591388,0.001114211,0.0005601096,0.0007403319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7810136,0.002874002,0.0001344696,0.000761143,0.007622023,0.0008222238,0.008932891,0.001825271,0.09136285,0.0001054021,0.1013945,0.003151593],"study_design_scores_gemma":[0.7468582,0.01563441,0.00005522751,0.0002091521,0.002519275,0.00005732214,0.002242995,0.00379027,0.2234375,0.00003725905,0.005066164,0.00009228622],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701449,0.001090594,0.001349777,0.0008863316,0.001181546,0.0224216,0.0004415918,0.0003407265,0.002142873],"genre_scores_gemma":[0.9821205,0.0004656034,0.0003325236,0.0009255197,0.001432318,0.008453404,0.001768656,0.0002308631,0.004270581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320746,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259696429154226,"score_gpt":0.3514205757005774,"score_spread":0.3288236114090352,"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."}}