{"id":"W2320736181","doi":"10.1097/bot.0b013e3182251421","title":"Preclinical Animal Models in Trauma Research","year":2011,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Animal model; Standardization; Preclinical research; Disease; Intensive care medicine; Bioinformatics; Pathology; Medical physics; Computer science; 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":[0.001749075,0.0001522567,0.0005038728,0.0004597621,0.00005008427,0.00001335923,0.0001616183,0.0001951067,0.0004094802],"category_scores_gemma":[0.0001707738,0.0001065656,0.0003385621,0.0003180823,0.0001384041,0.0002559199,0.00003182674,0.00122608,0.00002231739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063883,"about_ca_system_score_gemma":0.0002034798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018004,"about_ca_topic_score_gemma":0.00006029616,"domain_scores_codex":[0.9974835,0.0001701438,0.0009028948,0.0002026482,0.0008263561,0.0004144633],"domain_scores_gemma":[0.9987075,0.0001581375,0.0002238849,0.0002394031,0.0002959097,0.000375138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0159905,0.007349981,0.5732679,0.0001238756,0.0005683543,0.01150386,0.004603616,0.00002374551,0.0002609639,0.001081078,0.004359154,0.3808669],"study_design_scores_gemma":[0.008666367,0.005195256,0.9786542,0.0003763845,0.0001252951,0.001328992,0.0003319435,0.0001900669,0.0006713065,0.002582966,0.001763974,0.0001132446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823087,0.001556083,0.00005294551,0.0006510137,0.0001918235,0.000225774,0.000002771547,0.00001134497,0.01499951],"genre_scores_gemma":[0.9958355,0.0002410496,0.00314569,0.0001235166,0.0003555063,0.00000499491,0.00000155294,0.00002750669,0.0002646495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4053863,"threshold_uncertainty_score":0.5326776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2344300711881069,"score_gpt":0.411201540063133,"score_spread":0.1767714688750261,"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."}}