{"id":"W2106752048","doi":"10.1111/j.1747-1567.2011.00726.x","title":"Testing System for the Comparative Evaluation of Greater Trochanter Re-attachment Devices","year":2011,"lang":"en","type":"article","venue":"Experimental Techniques","topic":"Hip disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Hôpital du Sacré-Cœur de Montréal; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Greater trochanter; Artificial intelligence; Computer vision; Trochanter; Scope (computer science); Computer science; Femur; Stability (learning theory); Simulation; Orthodontics; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00504868,0.001047351,0.0007347454,0.002917834,0.0008095869,0.0005437087,0.001453577,0.0009847747,0.0109676],"category_scores_gemma":[0.004712291,0.0004445054,0.0007757192,0.001036353,0.0008487671,0.000935771,0.001113959,0.0005190931,0.001483715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204576,"about_ca_system_score_gemma":0.0009464415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007575513,"about_ca_topic_score_gemma":0.001108118,"domain_scores_codex":[0.9960551,0.001046595,0.0004997395,0.0005811575,0.001610824,0.0002065083],"domain_scores_gemma":[0.993587,0.001906668,0.0004134575,0.001163393,0.002690819,0.0002386209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003998969,0.001687755,0.01843675,0.000761484,0.00008734713,0.0002419218,0.0005588887,0.0009072349,0.857024,0.002201748,0.001633715,0.1124603],"study_design_scores_gemma":[0.0007825907,0.04267145,0.1300389,0.0002612797,0.0008902181,0.00253258,0.001107412,0.01670525,0.7849749,0.001261659,0.01855528,0.000218488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.62869,0.001894098,0.3515472,0.0002146286,0.0007470004,0.004293733,0.002518725,0.002279854,0.007814836],"genre_scores_gemma":[0.7707289,0.00103097,0.2135208,0.0002041618,0.0001421062,0.004439176,0.002420289,0.0002560801,0.00725741],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0109676,"threshold_uncertainty_score":0.03669029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2464374851013912,"score_gpt":0.4275045572796094,"score_spread":0.1810670721782182,"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."}}