{"id":"W4206519553","doi":"10.1302/3114-220881","title":"Cemented Femoral Fixation Rates for Hip Fractures in Canada and its Effect on Mortality in the Period 2004-2018","year":2022,"lang":"en","type":"dataset","venue":"OrthoMedia","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fixation (population genetics); Period (music); Medicine; Surgery; Art; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0009969415,0.001472948,0.001532649,0.005640456,0.00135137,0.002163054,0.003782321,0.001587838,0.009334384],"category_scores_gemma":[0.008683962,0.001070997,0.002901315,0.0156621,0.000589536,0.0008093332,0.001354194,0.002404981,0.003053728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02619652,"about_ca_system_score_gemma":0.04268065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912483,"about_ca_topic_score_gemma":0.9913831,"domain_scores_codex":[0.9973232,0.0001081105,0.0003350266,0.0003796011,0.00111636,0.0007376919],"domain_scores_gemma":[0.9906944,0.0004253083,0.0016887,0.0003016082,0.005820348,0.001069618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001079034,0.000137611,0.2876989,0.002163137,0.001400858,0.0002667071,0.0002376566,0.004236809,0.0001856098,0.001736077,0.6879759,0.01288175],"study_design_scores_gemma":[0.0006146968,0.00008315363,0.8254778,0.001610089,0.0008074871,0.0004747518,0.000697763,0.0035878,0.0005321297,0.0004101831,0.1655631,0.0001411096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01064088,0.0009958707,0.00007616256,0.000327531,0.00004505924,0.00002971388,0.9866665,0.00009458168,0.001123688],"genre_scores_gemma":[0.05486558,0.002197574,0.0003739047,0.000426379,0.00006017977,0.0001636761,0.9369059,0.00005150827,0.00495539],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02619652,"threshold_uncertainty_score":0.1900699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821604262475924,"score_gpt":0.3160768423882324,"score_spread":0.2978607997634731,"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."}}