{"id":"W2905829584","doi":"10.1177/1947603518812555","title":"Quality of Cartilage Repair from Marrow Stimulation Correlates with Cell Number, Clonogenic, Chondrogenic, and Matrix Production Potential of Underlying Bone Marrow Stromal Cells in a Rabbit Model","year":2018,"lang":"en","type":"article","venue":"Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Canadian Institutes of Health Research","keywords":"Chondrogenesis; Stromal cell; Bone marrow; Cartilage; Clonogenic assay; Stimulation; Medicine; Matrix (chemical analysis); Regeneration (biology); Pathology; Cell; Chemistry; Cell biology; Biology; Anatomy; Internal medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002904517,0.0002367854,0.000577863,0.0001119362,0.00006014786,0.00001076833,0.00004887066,0.0001740932,0.00007496414],"category_scores_gemma":[0.00002888937,0.0002209867,0.000141268,0.0001864669,0.0001726041,0.0001962768,0.00004348586,0.0001363888,0.000009322453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007630605,"about_ca_system_score_gemma":0.000108904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008978414,"about_ca_topic_score_gemma":0.0002672267,"domain_scores_codex":[0.9981692,0.00009758575,0.0006226953,0.0004881001,0.0003400594,0.0002823469],"domain_scores_gemma":[0.998919,0.00004022705,0.0003211981,0.0004203167,0.0001785808,0.0001207155],"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":[0.001524237,0.0002378065,0.02634699,0.0001483693,0.00001924234,0.00003125931,0.0008362192,0.0004685955,0.9700949,0.00003483542,0.00003526903,0.0002222637],"study_design_scores_gemma":[0.005246156,0.001180178,0.00282238,0.0001853534,0.0003057468,0.00003077784,0.0005267384,0.003843898,0.9853486,0.0003038883,0.000004653868,0.0002015986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974917,0.0006158276,0.0004634972,0.00002980281,0.000186488,0.0008094868,0.00008137506,0.00006881213,0.0002530239],"genre_scores_gemma":[0.9933387,0.0000311365,0.005626376,0.00001239242,0.00007774436,0.00002040845,0.000091512,0.00003952158,0.0007622078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02352461,"threshold_uncertainty_score":0.9011577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036647609454721,"score_gpt":0.2748622083284467,"score_spread":0.2544957322338995,"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."}}