{"id":"W2093393684","doi":"10.1615/jlongtermeffmedimplants.v19.i3.60","title":"Endpoint Assessment in Orthopedic Implant Trials: Current Systems and Approaches","year":2009,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Adjudication; Orthopedic surgery; Medicine; Clinical trial; Medical physics; Surgery; Political science; Internal medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6796184,0.004680936,0.0183659,0.01751693,0.004091843,0.0307496,0.01263552,0.01170627,0.004557641],"category_scores_gemma":[0.7369934,0.004307094,0.007738225,0.02190612,0.02235887,0.01830607,0.01780228,0.01764114,0.002744317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01249485,"about_ca_system_score_gemma":0.0198651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306848,"about_ca_topic_score_gemma":0.002213251,"domain_scores_codex":[0.2402396,0.6153077,0.07790013,0.02065025,0.04471049,0.001191717],"domain_scores_gemma":[0.0739048,0.8409495,0.0267881,0.02904998,0.0277276,0.001580041],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001242752,0.0003597319,0.01026295,0.03367718,0.003328203,0.0001120628,0.00284165,0.006098247,0.0003358006,0.1416445,0.02026642,0.7798305],"study_design_scores_gemma":[0.002103977,0.002663391,0.01229575,0.05421275,0.004863868,0.0008569969,0.001607448,0.05447844,0.001606077,0.7284179,0.136038,0.0008554588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.002232315,0.2276478,0.6930282,0.05914448,0.003285822,0.006158293,0.001033921,0.001819626,0.005649562],"genre_scores_gemma":[0.06300558,0.08227497,0.8081245,0.01437853,0.009329529,0.02058451,0.0008056107,0.0005996819,0.0008970934],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3203816,"threshold_uncertainty_score":0.3950876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07135275764451562,"score_gpt":0.4039193596469878,"score_spread":0.3325666020024721,"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."}}