{"id":"W4385211577","doi":"10.32920/23736495.v1","title":"Cell Cycle Synchronization of Primary Articular Chondrocytes Enhances Chondrogenesis","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Chondrogenesis; Cell cycle; Cell synchronization; Aphidicolin; Chemistry; Cell biology; Cell; Population; Molecular biology; Biology; Biochemistry; Medicine","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":[0.0002446791,0.0004050831,0.0004079311,0.0003700481,0.0001680572,0.000320871,0.0002261763,0.0002311698,0.001941534],"category_scores_gemma":[0.0002059452,0.0001754357,0.0003138593,0.0002515657,0.000199999,0.0002244292,0.0003569525,0.0005365394,0.0006052621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003505853,"about_ca_system_score_gemma":0.0004926426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256007,"about_ca_topic_score_gemma":0.002739391,"domain_scores_codex":[0.9997357,0.00003157674,0.00003476503,0.00005732157,0.0000923455,0.00004827715],"domain_scores_gemma":[0.999797,0.00005568583,0.00004771636,0.00001997548,0.0000342716,0.00004529575],"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":[0.0001424659,0.0000415842,0.00007835584,0.00006094995,0.000002366843,0.00001753905,0.00001878223,0.00005562252,0.9973632,0.00005482084,0.00005855109,0.002105925],"study_design_scores_gemma":[0.00003762852,0.000581484,0.002457276,0.00001022667,0.00001438105,0.00003474419,0.00001809425,0.0006763965,0.9933767,0.00001869137,0.002770067,0.000004377042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788512,0.006077853,0.006767844,0.0001836608,0.0001963943,0.0001743016,0.0004953702,0.0002727887,0.006980571],"genre_scores_gemma":[0.9836596,0.002987493,0.006036242,0.000109938,0.00005870674,0.0001455745,0.0005504348,0.00007850101,0.006373402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001941534,"threshold_uncertainty_score":0.006495059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668807753003853,"score_gpt":0.2446482307343357,"score_spread":0.2279601532042972,"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."}}