{"id":"W2005865503","doi":"10.1038/eye.2015.24","title":"Bimodal in vivo imaging provides early assessment of stem-cell-based photoreceptor engraftment","year":2015,"lang":"en","type":"article","venue":"Eye","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Canadian Institutes of Health Research; Alexander and Margaret Stewart Trust","keywords":"Stem cell; In vivo; Medicine; Optical imaging; Pathology; Biology; Cell biology; Optics; Physics; Biotechnology","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":[0.0001870871,0.0001027036,0.0001044029,0.00005030486,0.0000149301,0.0000138678,0.0001050196,0.00004069037,0.00002126372],"category_scores_gemma":[0.000007397381,0.0000943563,0.00004288278,0.00006477201,0.00003739216,0.000003635455,0.00004211904,0.00004102852,0.000003169597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002982413,"about_ca_system_score_gemma":0.0002530086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007685371,"about_ca_topic_score_gemma":0.00001695469,"domain_scores_codex":[0.9992867,0.0000417607,0.000171797,0.0001907492,0.0001532041,0.0001558565],"domain_scores_gemma":[0.9996781,0.000005595209,0.00006448999,0.000135304,0.00005446143,0.00006198602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009133483,0.0001906172,0.508236,0.00003491056,0.00001200111,0.000003439826,0.0001476718,0.0001287781,0.4882564,0.0000176178,0.001797344,0.001083901],"study_design_scores_gemma":[0.002109742,0.0003518085,0.04156626,0.00003037428,0.000008565304,3.228553e-7,0.0004405466,0.0005850366,0.9333465,0.00003237184,0.02127435,0.0002541561],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935554,0.0002805342,0.000494642,0.000107513,0.0001021627,0.0002071231,0.000005223153,0.000006540807,0.005240899],"genre_scores_gemma":[0.997563,0.00001101138,0.001659012,0.00008279815,0.00002442847,0.00003669962,0.00002281381,0.00001139733,0.0005888121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666697,"threshold_uncertainty_score":0.3847738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008969493739908489,"score_gpt":0.2617837520593229,"score_spread":0.2528142583194144,"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."}}