{"id":"W173326464","doi":"","title":"Arthroplasty versus internal fixation of femoral neck fractures: a clinical decision analysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Internal fixation; Medicine; Arthroplasty; Total hip arthroplasty; Fixation (population genetics); Hip arthroplasty; Surgery; Population","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":[0.04018838,0.001413957,0.002467276,0.002990919,0.0005195192,0.002066152,0.0008967394,0.001475596,0.003559416],"category_scores_gemma":[0.1073371,0.0007327407,0.003903751,0.001843787,0.001285301,0.00154923,0.001595036,0.00174084,0.0001722264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004140668,"about_ca_system_score_gemma":0.003424583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244541,"about_ca_topic_score_gemma":0.001321209,"domain_scores_codex":[0.9200442,0.07375053,0.002048937,0.001219049,0.002460451,0.0004768592],"domain_scores_gemma":[0.845476,0.1443009,0.00670934,0.0005916687,0.001552191,0.001370108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.05286077,0.002471508,0.08781537,0.01522218,0.03490825,0.001044174,0.00131899,0.5140222,0.001369928,0.02439167,0.005345168,0.25923],"study_design_scores_gemma":[0.01103627,0.01873709,0.03942828,0.004971061,0.02061129,0.002229323,0.00116363,0.8030553,0.001619901,0.08992057,0.006892893,0.0003342632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.877845,0.04475774,0.05510653,0.006354517,0.0003991186,0.005352772,0.001916062,0.00006349987,0.008204817],"genre_scores_gemma":[0.9803593,0.002737698,0.01496166,0.0004811233,0.00009031603,0.0008896107,0.0002757462,0.000004555788,0.0002000743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04018838,"threshold_uncertainty_score":0.212539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03511113721048884,"score_gpt":0.351423718268509,"score_spread":0.3163125810580202,"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."}}