{"id":"W7115823081","doi":"","title":"EFFECTS OF BICYCLING ON THE KNEE: A COMPUTATIONAL STUDY","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Knee Joint; Knee pain; Squatting position; Kinematics; Gait; Saddle; Work (physics); Joint (building)","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":[0.0004828911,0.0005324366,0.0007467556,0.0005556253,0.0004592312,0.0008720808,0.0009374088,0.001422497,0.004471643],"category_scores_gemma":[0.002920017,0.0003377258,0.001249055,0.0004610825,0.0004899426,0.0004513306,0.000814426,0.001111057,0.0002651901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007921834,"about_ca_system_score_gemma":0.0008543805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05770021,"about_ca_topic_score_gemma":0.0527782,"domain_scores_codex":[0.9998222,0.0000567164,0.000009626529,0.00004184055,0.00001645311,0.00005319777],"domain_scores_gemma":[0.9980602,0.001551618,0.00008444204,0.00007814708,0.0001363044,0.00008923119],"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":[0.0007456878,0.0007757259,0.0273983,0.0003492563,0.0002808771,0.0003499475,0.0001126099,0.9522594,0.0008404171,0.003096867,0.003342456,0.01044848],"study_design_scores_gemma":[0.00008678707,0.0001249902,0.006612229,0.0000291663,0.0000612033,0.00003566125,0.0001128144,0.9912332,0.000160051,0.001004647,0.0005219686,0.00001729764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873253,0.0006310194,0.00506864,0.0008309637,0.00008144177,0.00004922144,0.001277561,0.00009404641,0.004641769],"genre_scores_gemma":[0.9925256,0.000249975,0.003974312,0.0001646686,0.00002828066,0.00005924707,0.001203955,0.00002530477,0.001768586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05770021,"threshold_uncertainty_score":0.1147287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166705747317549,"score_gpt":0.2220622964884817,"score_spread":0.2103952390153062,"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."}}