{"id":"W2022753083","doi":"10.3109/17453674.2012.704562","title":"Uneven global distribution of randomized trials in hip fracture surgery","year":2012,"lang":"en","type":"review","venue":"Acta Orthopaedica","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Randomized controlled trial; Hip fracture; Psychological intervention; Generalizability theory; Clinical trial; Physical therapy; Sample size determination; Surgery; Osteoporosis; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3809264,0.001942792,0.01350903,0.02596136,0.001048001,0.01037186,0.003660556,0.004568574,0.007195934],"category_scores_gemma":[0.7027078,0.002115895,0.008909956,0.03483836,0.00658278,0.009002212,0.006867947,0.005465186,0.001075955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008853236,"about_ca_system_score_gemma":0.0133837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066586,"about_ca_topic_score_gemma":0.002785176,"domain_scores_codex":[0.4196675,0.4027585,0.1151299,0.01667788,0.04316742,0.002598754],"domain_scores_gemma":[0.1442017,0.7657333,0.04914482,0.0178151,0.02172744,0.001377739],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003697892,0.0001074528,0.01315269,0.4145237,0.04405244,0.0003083175,0.001152724,0.002995084,0.0003948607,0.01887698,0.01580371,0.4849342],"study_design_scores_gemma":[0.008490668,0.001653374,0.04394281,0.6026996,0.10246,0.002104823,0.001910915,0.003200579,0.001524331,0.09052119,0.1412314,0.0002604629],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004033308,0.9695587,0.008108195,0.009896388,0.001011231,0.001533805,0.001174857,0.0001149617,0.004568622],"genre_scores_gemma":[0.193514,0.7464726,0.03117213,0.01503289,0.002024277,0.008246111,0.002114919,0.0004239157,0.0009992388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6190736,"threshold_uncertainty_score":0.763428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08782045915685563,"score_gpt":0.3826843501982384,"score_spread":0.2948638910413828,"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."}}