{"id":"W2028279552","doi":"10.1155/2014/947082","title":"Assessment of Objective Ambulation in Lower Extremity Sarcoma Patients with a Continuous Activity Monitor: Rationale and Validation","year":2014,"lang":"en","type":"article","venue":"Sarcoma","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcoma; Activity monitor; Ankle; Soft tissue sarcoma; Physical therapy; Surgery; Population; Physical activity; Pathology","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":[0.007422289,0.0005668887,0.0003897981,0.0009105309,0.0002855879,0.0006625509,0.000734139,0.0006684739,0.0006983086],"category_scores_gemma":[0.01420119,0.0002117428,0.0003594339,0.0008074663,0.0008184579,0.0005351377,0.0006284329,0.0005743103,0.000341965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331267,"about_ca_system_score_gemma":0.0008560307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009309634,"about_ca_topic_score_gemma":0.001444403,"domain_scores_codex":[0.994755,0.002789372,0.000651928,0.000365575,0.001329682,0.0001084169],"domain_scores_gemma":[0.9938971,0.002266055,0.001299499,0.0004275287,0.001852621,0.0002572584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006284668,0.0008783354,0.9673194,0.0002037034,0.00006962722,0.00004798214,0.0002344477,0.0004421293,0.002895378,0.000263485,0.0001742183,0.02684284],"study_design_scores_gemma":[0.0002054324,0.007706244,0.9796555,0.0001849328,0.0001083519,0.0005586107,0.0003568348,0.005240391,0.003581047,0.0002083628,0.002168542,0.00002562156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967663,0.002105688,0.0197206,0.000338985,0.00007969378,0.003970527,0.001024349,0.00006970479,0.005027416],"genre_scores_gemma":[0.9679703,0.0008939237,0.02514855,0.0001962883,0.0000853571,0.004099004,0.001090222,0.00001055391,0.00050574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007422289,"threshold_uncertainty_score":0.03925323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022504974883314,"score_gpt":0.2583242902447751,"score_spread":0.248099240495942,"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."}}