{"id":"W2780536314","doi":"","title":"Generation of Cartilage-Like Constructs Using Continuous Expansion Culture Primary Chondrocytes Seeded in Dense Collagen Gels.","year":2017,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Cartilage; Seeding; Chondrocyte; Primary culture; Chemistry; Biomedical engineering; Cell biology; Biophysics; Materials science; Anatomy; In vitro; Biology; Medicine; Biochemistry","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":[0.0001202825,0.0002019252,0.000460122,0.0001124322,0.0002226985,0.00008688437,0.0001025903,0.000186462,0.00001605611],"category_scores_gemma":[0.0001127368,0.0001790824,0.0000745334,0.00008736704,0.0001351179,0.0003607651,0.0000700136,0.00008545406,0.000005139647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203641,"about_ca_system_score_gemma":0.0001140237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003346266,"about_ca_topic_score_gemma":0.00003164627,"domain_scores_codex":[0.9988596,0.000005661871,0.0003124072,0.0003150074,0.0002503757,0.0002569738],"domain_scores_gemma":[0.9990991,0.00000710588,0.0002763669,0.0001850217,0.0003270596,0.0001053474],"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":[0.0001562302,0.00007109023,0.02500134,0.0001402809,0.00001248979,0.00005639878,0.001428355,3.260995e-7,0.9700719,0.0001216378,0.0003100052,0.002629971],"study_design_scores_gemma":[0.004530894,0.000643727,0.003851635,0.0005501634,0.0001433005,0.0002417082,0.00103548,0.0001113216,0.9882292,0.00005621757,0.0004183176,0.0001880805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995504,0.0007122797,0.000004671067,0.00005312116,0.000286422,0.0006972489,0.000008596389,0.00004341259,0.002690258],"genre_scores_gemma":[0.995114,0.0000910052,0.003388964,0.0001150438,0.0001946533,0.0000225333,0.00003203629,0.00002741944,0.001014305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0211497,"threshold_uncertainty_score":0.7302766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033685648756474,"score_gpt":0.2804967855593953,"score_spread":0.2401599290718306,"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."}}