{"id":"W2411107431","doi":"10.1097/bot.0000000000000390","title":"Determination of Radiographic Healing","year":2015,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":274,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Radiography; Intramedullary rod; Bone healing; Orthopedic surgery; Femur; Intraclass correlation; Tibia; Surgery; Confidence interval; Orthodontics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003777136,0.00007858327,0.0002979037,0.0002726711,0.0000158274,0.000005047253,0.00004416849,0.00005885721,0.00002046383],"category_scores_gemma":[0.00008552817,0.00005478379,0.0002448393,0.0001834807,0.00003755858,0.00009721887,0.000005541329,0.0001600556,0.000001440127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000382844,"about_ca_system_score_gemma":0.0001113239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001681169,"about_ca_topic_score_gemma":0.000004316758,"domain_scores_codex":[0.9989572,0.00002851371,0.0004464851,0.00005906519,0.0004048807,0.0001038778],"domain_scores_gemma":[0.9989702,0.00003062596,0.0004035785,0.00009832474,0.0002777491,0.0002195522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001280371,0.0008124029,0.4785571,0.0001141566,0.0003012475,0.0009715736,0.0008394051,0.00002821912,0.0005622795,0.00006408416,0.001700309,0.5147689],"study_design_scores_gemma":[0.02313043,0.006722627,0.9393011,0.0009403522,0.00117922,0.006106361,0.0005839249,0.0004293398,0.005096026,0.0009497819,0.01535587,0.0002049325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945502,0.002554944,0.001178852,0.000540208,0.0003236453,0.0000838756,0.000001752666,0.000006632687,0.000759918],"genre_scores_gemma":[0.9932623,0.0001257445,0.006222313,0.00008990942,0.0002317572,5.980503e-7,0.000002314856,0.00001034863,0.00005475118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514564,"threshold_uncertainty_score":0.2234018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03563650878938199,"score_gpt":0.3048415259551422,"score_spread":0.2692050171657602,"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."}}