{"id":"W2743611078","doi":"10.18494/sam.2016.1348","title":"Role of Bioreactors in Regeneration of Articular Cartilage","year":2016,"lang":"en","type":"article","venue":"Sensors and Materials","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Regeneration (biology); Articular cartilage; Bioreactor; Cartilage; Chemistry; Osteoarthritis; Anatomy; Biomedical engineering; Cell biology; Medicine; Biology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007147317,0.00004849,0.0001849859,0.00004524532,0.000004946059,0.000001930952,0.000007522179,0.00003759961,0.00005916928],"category_scores_gemma":[0.00001896365,0.00002923806,0.00001605896,0.00002376604,0.00002501396,0.0000284874,0.000006529245,0.000005304218,0.00000237432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005749748,"about_ca_system_score_gemma":0.0000079185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002495663,"about_ca_topic_score_gemma":0.00001113935,"domain_scores_codex":[0.9996163,0.0000208473,0.0001684706,0.00007341107,0.0000532601,0.00006773416],"domain_scores_gemma":[0.9998136,0.000009371461,0.00005188925,0.00007779854,0.00002169729,0.000025607],"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":[0.00007262363,0.00002947971,0.0007714184,0.00002095167,0.000003146645,0.0000048796,0.0001150217,3.667506e-8,0.9960612,0.0007955696,0.000004083204,0.002121597],"study_design_scores_gemma":[0.001109438,0.0003071656,0.002634541,0.000125211,0.00002160165,0.000006105887,0.00006702106,2.438582e-7,0.9952302,0.0003551333,0.0001129388,0.00003042325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994661,0.000147523,0.000002634551,0.00005981036,0.00005012231,0.0001462476,0.00002307816,0.000005485701,0.00009904675],"genre_scores_gemma":[0.9995283,0.00008531068,0.0001689888,0.000005722436,0.00002413251,0.000003622926,0.000005894717,0.000005335894,0.0001726435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002091174,"threshold_uncertainty_score":0.1192294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007245863742050489,"score_gpt":0.2177448334083492,"score_spread":0.2104989696662987,"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."}}