{"id":"W3192519425","doi":"10.3390/mi12080897","title":"Sternal Bone Marrow Harvesting and Culturing Techniques from Patients Undergoing Cardiac Surgery","year":2021,"lang":"en","type":"article","venue":"Micromachines","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mesenchymal stem cell; Medicine; Bone marrow; Iliac crest; Median sternotomy; Stromal cell; CD34; Haematopoiesis; Surgery; Stem cell; Pathology; Biology; Cell biology","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":[0.0002921413,0.0001731395,0.0004274064,0.00009123154,0.0001351633,0.0001051776,0.00004999439,0.00008196045,0.00009055996],"category_scores_gemma":[0.0005983605,0.0001478505,0.0001140903,0.0001517829,0.00004932156,0.0001244772,0.0002035605,0.0002370432,0.00001431622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006235347,"about_ca_system_score_gemma":0.0001022401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000697285,"about_ca_topic_score_gemma":0.0001078457,"domain_scores_codex":[0.9985643,0.0001388943,0.0002933302,0.0003764545,0.0003224419,0.0003045657],"domain_scores_gemma":[0.9988676,0.0004988897,0.00007376954,0.0002331425,0.0001530386,0.0001735172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000252832,0.00004324933,0.6525971,0.0001592213,0.00005110245,0.0001636147,0.00008844916,5.273056e-8,0.3223768,0.000002232947,0.0006808296,0.02381207],"study_design_scores_gemma":[0.000429167,0.00005032881,0.5086455,0.000913461,0.0000634563,0.00006998138,0.00009601199,0.00002863135,0.4844163,0.00007252291,0.004975041,0.0002395167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931617,0.003523804,0.00004091466,0.0002349291,0.0001413924,0.0001869334,0.00003247558,0.00009555925,0.002582233],"genre_scores_gemma":[0.990387,0.0003907518,0.005247606,0.0001219325,0.0003149828,0.00001244254,0.0001831665,0.0000397017,0.00330246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1620395,"threshold_uncertainty_score":0.6029169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225060309375067,"score_gpt":0.2744645806574643,"score_spread":0.2519585497199576,"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."}}