{"id":"W2502690185","doi":"","title":"BIOMECHANICAL STUDIES IN ORTHOPAEDIC SURGERY: SCIENCE (F)OR COMMON SENSE?","year":2014,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery-british Volume","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Fixation (population genetics); Construct validity; Medicine; Psychology; Physical therapy; Surgery; Computer science; Patient satisfaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3109265,0.0008911225,0.003877867,0.02123354,0.003381343,0.01745385,0.004187713,0.007206478,0.004322537],"category_scores_gemma":[0.6050455,0.001107734,0.001531494,0.01491006,0.04525225,0.02010669,0.009830622,0.007279326,0.0007929505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004912939,"about_ca_system_score_gemma":0.008192538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002711884,"about_ca_topic_score_gemma":0.002772242,"domain_scores_codex":[0.6934758,0.173472,0.06936257,0.01291708,0.047957,0.002815634],"domain_scores_gemma":[0.1140635,0.7188055,0.08029336,0.03755321,0.04370047,0.005584033],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007169255,0.0003455482,0.2585869,0.02528434,0.001661167,0.002198044,0.04453025,0.0006913347,0.001254895,0.07344709,0.08213116,0.5091522],"study_design_scores_gemma":[0.0004230421,0.001886294,0.225779,0.07277618,0.001557399,0.01250007,0.1159318,0.00455254,0.001676253,0.4118247,0.150146,0.0009466522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05572442,0.3627723,0.03172262,0.5079474,0.02901417,0.0003933976,0.0004086155,0.0002788439,0.01173818],"genre_scores_gemma":[0.7590008,0.07908263,0.02497708,0.09152729,0.04326057,0.0006677343,0.0002233797,0.000157332,0.001103247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6890734,"threshold_uncertainty_score":0.8497503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05179827438012176,"score_gpt":0.3076754452175863,"score_spread":0.2558771708374645,"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."}}