{"id":"W2017549100","doi":"10.1117/1.3606561","title":"Two-dimensional and three-dimensional viability measurements of adult stem cells with optical coherence phase microscopy","year":2011,"lang":"en","type":"article","venue":"Journal of Biomedical Optics","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Stem cell; Viability assay; Materials science; Microscopy; Optical microscope; Cell; Biomedical engineering; Biophysics; Nanotechnology; Cell biology; Chemistry; Biology; Scanning electron microscope; Pathology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002933605,0.0002986168,0.0001372028,0.0006154592,0.0001595321,0.0002873147,0.0002062525,0.0002198777,0.0005176256],"category_scores_gemma":[0.0003718247,0.0001680577,0.0001238449,0.00032529,0.0002990413,0.0003670914,0.0002838571,0.0003031869,0.00009018127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764746,"about_ca_system_score_gemma":0.0002099878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010126,"about_ca_topic_score_gemma":0.001882615,"domain_scores_codex":[0.9997926,0.00003312869,0.00001602169,0.00003723538,0.00009909586,0.00002201629],"domain_scores_gemma":[0.9996985,0.0001219999,0.00006087615,0.00002244674,0.00007259433,0.00002360002],"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":[0.00004309822,0.00001387374,0.0009785583,0.00003057859,0.000002626765,0.0000286943,0.00005310173,0.0003776384,0.9937263,0.0002038597,0.00004427673,0.004497395],"study_design_scores_gemma":[0.00001131302,0.0001366912,0.009458127,0.000004763014,0.00001387146,0.000167452,0.00006839462,0.01233358,0.9765494,0.0002097609,0.001028978,0.00001779955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9038836,0.0007662666,0.09275325,0.00006406498,0.00002068318,0.00006232381,0.000500471,0.0001812123,0.001768245],"genre_scores_gemma":[0.9030287,0.0008558982,0.09383219,0.00005416035,0.00001840235,0.0002087676,0.000476389,0.00004192949,0.001483504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001010126,"threshold_uncertainty_score":0.002008498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818194262863487,"score_gpt":0.2624898441809201,"score_spread":0.2343079015522852,"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."}}