{"id":"W4403227566","doi":"10.1016/j.cjca.2024.08.014","title":"USING GENETICALLY-ENCODED BIOSENSORS TO PROFILE MOLECULAR SIGNALLING IN INDUCED PLURIPOTENT STEM CELL-CARDIOMYOCYTES DERIVED FROM PATIENTS WITH DILATED CARDIOMYOPATHY","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Induced pluripotent stem cell; Dilated cardiomyopathy; Stem cell; Cell biology; Cardiology; Internal medicine; Gene; Genetics; Heart failure; Embryonic stem cell; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002568183,0.0001952742,0.0002554729,0.0001842984,0.00009417364,0.0003675251,0.0001548651,0.0004802034,0.0006693935],"category_scores_gemma":[0.0004142503,0.000134686,0.0001824127,0.0001513522,0.0001907173,0.0001896096,0.0001788701,0.0007442473,0.0001851689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417521,"about_ca_system_score_gemma":0.0000878529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001620234,"about_ca_topic_score_gemma":0.0003165006,"domain_scores_codex":[0.9998199,0.00003740171,0.00001338245,0.00004347969,0.00005400659,0.00003191678],"domain_scores_gemma":[0.999879,0.00005883307,0.00002565341,0.000007647273,0.00001695389,0.00001198255],"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":[0.0001517243,0.00002496664,0.001241898,0.00002844872,0.000009827584,0.0001016337,0.0000468133,0.000110678,0.9951442,0.00009207721,0.00002635439,0.003021407],"study_design_scores_gemma":[0.00004278494,0.0009574948,0.02532753,0.0000132538,0.00007953813,0.0008821693,0.0002252748,0.004577416,0.9664143,0.0002563715,0.001206126,0.00001785231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864511,0.0009932643,0.01112061,0.0001661742,0.00006523363,0.00003400018,0.0002325351,0.00004827416,0.0008887954],"genre_scores_gemma":[0.9920166,0.0004771743,0.00630896,0.0001179368,0.00001254138,0.00003875567,0.0002335214,0.00001059528,0.000783883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006693935,"threshold_uncertainty_score":0.002239347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216993412407703,"score_gpt":0.2378970395518572,"score_spread":0.2161976983110869,"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."}}