{"id":"W2935786076","doi":"10.1016/j.joca.2019.02.031","title":"A year in review: mechanics","year":2019,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Osteoarthritis; Disease; Medicine; Engineering ethics; Psychology; Management science; Alternative medicine; Pathology; Engineering","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":[0.002477322,0.001988649,0.004370317,0.007518782,0.0008731559,0.00468783,0.001718907,0.005021941,0.01266045],"category_scores_gemma":[0.007740843,0.0009100674,0.001592599,0.005808843,0.001854583,0.004956038,0.00313507,0.004382899,0.007294724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428673,"about_ca_system_score_gemma":0.005134842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837928,"about_ca_topic_score_gemma":0.004798418,"domain_scores_codex":[0.9982999,0.0002832774,0.0004171685,0.0002284214,0.000595068,0.0001762979],"domain_scores_gemma":[0.9938523,0.002289046,0.0009470826,0.0001988765,0.002045902,0.000666923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001689452,0.00006765303,0.0004710283,0.02987391,0.0003074513,0.0002132167,0.00008485793,0.0001395051,0.0005713739,0.002027239,0.540072,0.4260029],"study_design_scores_gemma":[0.00004399197,0.0001374387,0.001369944,0.01261349,0.0002988408,0.0008335413,0.0001599935,0.00003798027,0.0001121481,0.00150364,0.9828551,0.00003394059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006822664,0.9724393,0.00009076716,0.004045075,0.02265808,0.000007761642,0.00004814088,0.000009006857,0.0006335412],"genre_scores_gemma":[0.001039159,0.9483212,0.000266769,0.00841256,0.03910013,0.00002320851,0.0001140046,0.00001511937,0.002707939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01266045,"threshold_uncertainty_score":0.04235339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006684618969979284,"score_gpt":0.2280047759286789,"score_spread":0.2213201569586996,"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."}}