{"id":"W1483729373","doi":"","title":"Efficacy of different fixation devices in maintaining an initial reduction for surgically managed distal radius fractures.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Reduction (mathematics); Radiography; Surgery; Fixation (population genetics); Percutaneous pinning; Radiological weapon; Internal fixation; External fixation; External fixator; Bone healing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239415,0.0004015536,0.0004015955,0.001280808,0.0002177962,0.0003191996,0.0004906834,0.0006915912,0.001022549],"category_scores_gemma":[0.0054996,0.0001912983,0.000737268,0.000448105,0.0003890182,0.0003499141,0.0003043979,0.000322938,0.0002161455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004454927,"about_ca_system_score_gemma":0.0002094816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000490994,"about_ca_topic_score_gemma":0.0009291206,"domain_scores_codex":[0.9987893,0.0003524718,0.0002271774,0.0001473619,0.0003948607,0.00008890762],"domain_scores_gemma":[0.9974446,0.001098116,0.0009718215,0.0001509025,0.0001844414,0.0001501743],"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":[0.03642515,0.003564693,0.4379919,0.001713791,0.001119976,0.001367695,0.0005494017,0.001253766,0.01624652,0.0001319756,0.0003940169,0.4992412],"study_design_scores_gemma":[0.00281033,0.1295015,0.8318991,0.0005809432,0.001278385,0.01199553,0.0007231855,0.001708795,0.01566971,0.0001782964,0.003554264,0.00009995305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868721,0.01194334,0.0004633483,0.00006874145,0.0000353104,0.00005187506,0.00006511246,0.0000201212,0.0004801197],"genre_scores_gemma":[0.9969726,0.001941389,0.0007626006,0.00002428273,0.00003157601,0.00003763225,0.0001055418,0.000003094749,0.0001211939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001280808,"threshold_uncertainty_score":0.006554723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265100991955446,"score_gpt":0.2958944714839639,"score_spread":0.2732434615644095,"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."}}