{"id":"W2743965170","doi":"10.3791/55757","title":"<em>In Vitro</em> Differentiation of Human Mesenchymal Stem Cells into Functional Cardiomyocyte-like Cells","year":2017,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Mesenchymal stem cell; Cell biology; Cellular differentiation; Stem cell; Myocyte; Biology; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001675954,0.000443394,0.00145082,0.0007813557,0.0003725076,0.0001879267,0.0006560623,0.0003001203,0.0008918754],"category_scores_gemma":[0.0001064,0.0003765381,0.0006323365,0.0002226623,0.0001872016,0.0005012265,0.0003246876,0.0006022522,0.00006608659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600911,"about_ca_system_score_gemma":0.000334932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008618432,"about_ca_topic_score_gemma":0.00001470029,"domain_scores_codex":[0.9937189,0.0004465336,0.001752254,0.0004790032,0.002941243,0.0006620855],"domain_scores_gemma":[0.99588,0.0001462434,0.00171836,0.000875497,0.0008106186,0.000569274],"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":[0.002742969,0.001026854,0.002173495,0.0002291438,0.0004703891,0.000230055,0.001755403,0.00001335447,0.9877157,0.00006736096,0.002019493,0.001555804],"study_design_scores_gemma":[0.01004583,0.001055003,0.01579052,0.0004155739,0.000152719,0.00005916525,0.000789837,0.000332713,0.9690698,0.00005157965,0.0019472,0.0002900082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940057,0.001277139,0.0005157517,0.00007304633,0.001603339,0.0006729277,0.00001061638,0.0000171649,0.001824266],"genre_scores_gemma":[0.9949886,0.0001626631,0.0007941427,0.00004832246,0.0006039421,0.0000253302,0.00001859122,0.00007099535,0.003287453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864582,"threshold_uncertainty_score":0.9998686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374810889302029,"score_gpt":0.3996467154163411,"score_spread":0.3458986065233208,"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."}}